Biggest changeCash Flows The following table summarizes our sources and uses of cash for each of the periods presented (in thousands): Year Ended December 31, 2022 2021 Change Net cash used in operating activities $ (66,503 ) $ (48,677 ) $ (17,826 ) Net cash used in investing activities (4,225 ) (9,941 ) 5,716 Net cash provided by financing activities 29,356 189,668 (160,312 ) Net increase (decrease) in cash, cash equivalents and restricted cash $ (41,372 ) $ 131,050 $ (172,422 ) Operating Activities During the year ended December 31, 2022, net cash used in operating activities of $66.5 million was primarily driven by: • our net loss of $66.2 million; • a decrease in deferred revenue of $9.0 million, due to recognition of revenue related to the Novartis collaboration, and; • an increase in right-of-use assets and lease liabilities, net of $2.0 million, due to the recognition of the new lease upon commencement, offset by scheduled lease expense.
Biggest change“Risk Factors” of this Annual Report for additional risks associated with our substantial capital requirements. 120 Table of Contents Cash Flows The following table summarizes our sources and uses of cash for each of the periods presented (in thousands): Year Ended December 31, 2023 2022 Change Net cash used in operating activities $ (61,358 ) $ (66,503 ) $ 5,145 Net cash used in investing activities (60,759 ) (4,225 ) (56,534 ) Net cash provided by financing activities 135,443 29,356 106,087 Net increase (decrease) in cash, cash equivalents and restricted cash $ 13,326 $ (41,372 ) $ 54,698 Operating Activities During the year ended December 31, 2023, net cash used in operating activities of $61.4 million was primarily driven by our net loss of $89.2 million, partially offset by non-cash charges of $10.3 million related to depreciation expense, accretion of marketable securities, stock-based compensation, and non-cash interest expense related to note payable.
The timing and amount of our operating expenditures will depend largely on: • the identification of additional research programs and product candidates; • the scope, progress, results and costs of research and development for our current and future product candidates, including our current and planned clinical trials, and ongoing preclinical development for our current and future product candidates; • the costs, timing and outcome of regulatory review of any product candidates we may develop; • our decision to initiate a clinical trial, not to initiate a clinical trial or to terminate a clinical trial; • our decision to develop and expand our manufacturing capabilities; • our decision to invest in facilities to enable growth; • investing in next-generation T cell engineering capabilities; • changes in laws or regulations applicable to any product candidates we may develop, including but not limited to clinical trial requirements for approvals; • the cost and timing of obtaining materials to produce adequate supply for any preclinical or clinical development of any product candidate we may develop; • the costs and timing of future commercialization activities, including manufacturing, marketing, sales and distribution, for any product candidate we may develop for which we obtain marketing approval; • the legal costs involved in prosecuting patent applications and enforcing patent claims and other intellectual property claims; 120 • additions or departures of key scientific or management personnel; • our ability to establish and maintain collaborations on favorable terms, if at all, as well as the costs and timing of any collaboration, license or other arrangement, including the terms and timing of any milestone payments thereunder; and • the costs of continuing to operate as a public company.
The timing and amount of our operating expenditures will depend largely on: • the identification of additional research programs and product candidates; • the scope, progress, results and costs of research and development for our current and future product candidates, including our current and planned clinical trials, and ongoing preclinical development for our current and future product candidates; • the costs, timing and outcome of regulatory review of any product candidates we may develop; • our decision to initiate a clinical trial, not to initiate a clinical trial or to terminate a clinical trial; • our decision to develop and expand our manufacturing capabilities; • our decision to invest in facilities to enable growth; • investing in next-generation T cell engineering capabilities; • changes in laws or regulations applicable to any product candidates we may develop, including but not limited to clinical trial requirements for approvals; • the cost and timing of obtaining materials to produce adequate supply for any preclinical or clinical development of any product candidate we may develop; • the costs and timing of future commercialization activities, including manufacturing, marketing, sales and distribution, for any product candidate we may develop for which we obtain marketing approval; • the legal costs involved in prosecuting patent applications and enforcing patent claims and other intellectual property claims; • additions or departures of key scientific or management personnel; • our ability to establish and maintain collaborations on favorable terms, if at all, as well as the costs and timing of any collaboration, license or other arrangement, including the terms and timing of any milestone payments thereunder; and • the costs of continuing to operate as a public company.
Collaboration Revenue In March 2020, we entered into a Collaboration and License Agreement, or the Novartis Agreement, with Novartis Institutes for BioMedical Research, Inc., or Novartis, to collaborate on their research efforts to discover and develop novel TCR-T therapies.
Collaboration Revenue Novartis In March 2020, we entered into a Collaboration and License Agreement (the Novartis Agreement) with Novartis Institutes for BioMedical Research, Inc. (Novartis), to collaborate on their research efforts to discover and develop novel TCR-T therapies.
Overview We are a clinical-stage biopharmaceutical company focused on developing a robust pipeline of T cell receptor-engineered T cell, or TCR-T, therapies for the treatment of patients with cancer. Our approach is based on the central premise that we can learn from patients who are winning their fight against cancer in order to treat those who are not.
Overview We are a clinical-stage biopharmaceutical company focused on developing a robust pipeline of T cell receptor (TCR)-engineered T cell, or TCR-T, therapies for the treatment of patients with cancer. Our approach is based on the central premise that we can learn from patients who are winning their fight against cancer to treat those who are not.
We anticipate that we will eventually need to raise substantial additional capital, the requirements for which will depend on many factors, including: • the scope, timing, rate of progress and costs of our drug discovery efforts, preclinical development activities, laboratory testing and clinical trials for our product candidates; • the number and scope of clinical programs we decide to pursue; • the cost, timing and outcome of preparing for and undergoing regulatory review of our product candidates; • the scope and costs of development and manufacturing activities; • the cost and timing associated with commercializing our product candidates, if they receive marketing approval; • the amount of revenue, if any, received from commercial sales of our product candidates, should any of our product candidates receive marketing approval; • the achievement of milestones or occurrence of other developments that trigger payments under any collaboration agreements we might have at such time; • the extent to which we acquire or in-license other product candidates and technologies; 121 • the costs of preparing, filing and prosecuting patent applications, maintaining and enforcing our intellectual property rights and defending intellectual property-related claims; • our ability to establish and maintain collaborations on favorable terms, if at all; • our efforts to enhance operational systems and our ability to attract, hire and retain qualified personnel, including personnel to support the development of our product candidates and, ultimately, the sale of our products, following FDA approval; • our implementation of various computerized information systems; • impact of COVID-19 on our clinical development or operations; and • the costs associated with being a public company.
We anticipate that we will eventually need to raise substantial additional capital, the requirements for which will depend on many factors, including: • the scope, timing, rate of progress and costs of our drug discovery efforts, preclinical development activities, laboratory testing and clinical trials for our product candidates; • the number and scope of clinical programs we decide to pursue; • the cost, timing and outcome of preparing for and undergoing regulatory review of our product candidates; • the scope and costs of development and manufacturing activities; • the cost and timing associated with commercializing our product candidates, if they receive marketing approval; • the amount of revenue, if any, received from commercial sales of our product candidates, should any of our product candidates receive marketing approval; • the achievement of milestones or occurrence of other developments that trigger payments under any collaboration agreements we might have at such time; • the extent to which we acquire or in-license other product candidates and technologies; • the costs of preparing, filing and prosecuting patent applications, maintaining and enforcing our intellectual property rights and defending intellectual property-related claims; • our ability to establish and maintain collaborations on favorable terms, if at all; • our efforts to enhance operational systems and our ability to attract, hire and retain qualified personnel, including personnel to support the development of our product candidates and, ultimately, the sale of our products, following FDA approval; • our implementation of various computerized information systems; • impact of health crises and other external disruptions on our clinical development or operations; and • the costs associated with being a public company.
Food and Drug Administration, or the FDA, or any comparable foreign regulatory authority; 117 • the receipt and related terms of regulatory approvals from applicable regulatory authorities; • the availability of raw materials for use in the manufacture of our product candidates; • our ability to consistently manufacture our product candidates for use in clinical trials; • our ability to establish and operate a manufacturing facility, or secure manufacturing supply through relationships with third parties; • our ability to obtain and maintain patents, trade secret protection and regulatory exclusivity, both in the United States and internationally; • our ability to protect our rights in our intellectual property portfolio; • the commercialization of our product candidates, if and when approved; • obtaining and maintaining third party insurance coverage and adequate reimbursement; • the acceptance of our product candidates, if approved, by patients, the medical community and third party payors; • competition with other products and therapies; and • a continued acceptable safety profile of our therapies following approval.
Food and Drug Administration, or the FDA, or any comparable foreign regulatory authority; • the receipt and related terms of regulatory approvals from applicable regulatory authorities; • the availability of raw materials for use in the manufacture of our product candidates; • our ability to consistently manufacture our product candidates for use in clinical trials; • our ability to establish and operate a manufacturing facility, or secure manufacturing supply through relationships with third parties; • our ability to obtain and maintain patents, trade secret protection and regulatory exclusivity, both in the U.S. and internationally; • our ability to protect our rights in our intellectual property portfolio; • the commercialization of our product candidates, if and when approved; • obtaining and maintaining third-party insurance coverage and adequate reimbursement; • the acceptance of our product candidates, if approved, by patients, the medical community and third-party payors; • competition with other products and therapies; and • a continued acceptable safety profile of our therapies following approval.
We do not expect to generate any product revenue unless and until we (1) complete development of any of our product candidates; (2) obtain applicable regulatory approvals; and (3) successfully commercialize or enter into collaborative agreements for our product candidates. We do not know with certainty when, or if, any of these items will ultimately occur.
We do not expect to generate any product revenue unless and until we (1) complete development of any of our product candidates; (2) obtain applicable regulatory approvals; and (3) successfully commercialize or enter 119 Table of Contents into collaborative agreements for our product candidates. We do not know with certainty when, or if, any of these items will ultimately occur.
Since our inception in 2018, we have devoted our efforts to raising capital, obtaining financing, filing, prosecuting and maintaining intellectual property rights, organizing and staffing our company and incurring research and development costs related to the identification of novel targets for TCRs and development of TCR-T therapies to target and eliminate cancer cells.
Since our inception in 2018, we have devoted our efforts to raising capital, obtaining financing, filing, prosecuting and maintaining intellectual property rights, organizing and staffing our Company and incurring research and development costs related to the identification of novel targets for TCRs and development of TCR-Ts to target and eliminate cancer cells.
If our development efforts for our product candidates are successful and result in regulatory approval or if we enter into additional license or collaboration agreements with third parties, we may generate additional revenue in the future from sales of our therapies, payments from license or collaboration agreements that we may enter into with third parties, or any combination thereof.
If our development efforts for our product candidates are successful and result in regulatory approval or if we enter into additional license or collaboration agreements with third parties, we may generate 114 Table of Contents additional revenue in the future from sales of our therapies, payments from license or collaboration agreements that we may enter into with third parties, or any combination thereof.
Although we do not expect our estimates to be materially different from amounts actually incurred, our understanding of the status and timing of services performed relative to the actual status and timing of services performed may vary and may result in reporting amounts that are too high or too low in any particular period.
Although 122 Table of Contents we do not expect our estimates to be materially different from amounts actually incurred, our understanding of the status and timing of services performed relative to the actual status and timing of services performed may vary and may result in reporting amounts that are too high or too low in any particular period.
Specifically, as a smaller reporting company we may choose to present only the two most recent fiscal years of audited financial statements in our Annual Report on Form 10-K and, similar to emerging growth companies, smaller reporting companies have reduced disclosure obligations regarding executive compensation. 125
Specifically, as a smaller reporting company we may choose to present only the two most recent fiscal years of audited financial statements in our Annual Report on Form 10-K and, similar to emerging growth companies, smaller reporting companies have reduced disclosure obligations regarding executive compensation. 123 Table of Contents
We are advancing a robust pipeline of TCR-T therapy candidates for the treatment of patients with hematologic malignancies and solid tumors. Our lead product candidates, TSC-100 and TSC-101, are in development for the treatment of patients with hematologic malignancies to eliminate residual leukemia and prevent relapse following hematopoietic cell transplantation, or HCT.
We are advancing a robust pipeline of TCR-T candidates for the treatment of patients with hematologic malignancies and solid tumors. Our lead product candidates, TSC-100 and TSC-101, are in development for the treatment of patients with hematologic malignancies to eliminate residual disease and prevent relapse following allogeneic hematopoietic cell transplantation (HCT).
We have incurred significantly increased accounting, audit, legal, regulatory, compliance and director and officer insurance costs as well as investor and public relations expenses associated with operating as a public company and anticipate these expenses to increase in 2023 as we continue to expand the business.
We have incurred significantly increased accounting, audit, 116 Table of Contents legal, regulatory, compliance and director and officer insurance costs as well as investor and public relations expenses associated with operating as a public company and anticipate these expenses to increase in 2024 as we continue to expand the business.
As of December 31, 2022, we had federal and state net operating loss carryforwards of $86.2 million and $83.5 million, respectively, which may be used to offset future taxable income, if any. The state amounts expire at various dates through 2042. The federal net operating losses generated in and after 2018 can be carried forward indefinitely.
As of December 31, 2023, we had federal and state net operating loss carryforwards of $84.8 million and $85.3 million, respectively, which may be used to offset future taxable income, if any. The state amounts expire at various dates through 2042. The federal net operating losses generated in and after 2018 can be carried forward indefinitely.
To determine the appropriate amount of revenue to be recognized for arrangements determined to be within the scope of ASC 606, we perform the following five steps: (i) identification of the promised goods or services in the contract; (ii) determination of whether the promised goods or services are performance obligations including whether they are distinct in the context of the contract; (iii) measurement of the transaction price, including the assessment of the constraint on variable consideration; (iv) allocation of the transaction price to the performance obligations; and (v) recognition of revenue when, or as we satisfy each performance obligation. 123 As part of the accounting for arrangements under ASC 606, we must use significant judgment to determine the performance obligations based on the determination under step (ii) above.
To determine the appropriate amount of revenue to be recognized for arrangements determined to be within the scope of ASC 606, we perform the following five steps: (i) identification of the promised goods or services in the contract; (ii) determination of whether 121 Table of Contents the promised goods or services are performance obligations including whether they are distinct in the context of the contract; (iii) measurement of the transaction price, including the assessment of the constraint on variable consideration; (iv) allocation of the transaction price to the performance obligations; and (v) recognition of revenue when, or as we satisfy each performance obligation.
We believe that our existing cash and cash equivalents will enable us to fund our operating expenses and capital expenditure requirements into the second quarter of 2024. We have based this estimate on assumptions that may prove to be wrong, and we could utilize our available capital resources sooner than we expect.
We believe that our existing cash, cash equivalents and marketable securities will enable us to fund our planned operating expenses and capital expenditure requirements into 2026. We have based this estimate on assumptions that may prove to be wrong, and we could utilize our available capital resources sooner than we expect.
As of December 31, 2022, we had federal and state tax credit 118 carryforwards of $6.9 million and $4.2 million, which expire at various dates through 2042 and 2037, respectively.
As of December 31, 2023, we had federal and state tax credit carryforwards of $11.7 million and $6.7 million, which expire at various dates through 2042 and 2037, respectively.
TSC-100 and TSC-101 target HA-1 and HA-2 antigens, respectively, which are well-recognized TCR targets that were identified in patients with exceptional responses to HCT-associated immunotherapy. We have initiated a multi-arm Phase 1 clinical study of TSC-100 and TSC-101 with several clinical sites activated, with planned additional sites to be added in 2023.
TSC-100 and TSC-101 target the antigens HA-1 and HA-2, respectively, which are well-recognized TCR targets that were first identified in patients with exceptional responses to HCT-associated immunotherapy. We have initiated a multi-arm Phase 1 "umbrella" clinical study of TSC-100 and TSC-101 with over ten clinical sites activated, and we plan to add more sites in 2024.
However, while we remain an emerging growth company and a smaller reporting company, we are not be required to include an attestation report on internal control over financial reporting issued by our independent registered public accounting firm.
While we remain an emerging growth company and a smaller reporting company, we are not required to include an attestation report on internal control over financial reporting issued by our independent registered public accounting firm. However, as we continue to evolve as a business, we will incur increased costs related to legal and financial compliance.
If we are required to enter into collaborations and other arrangements to address our liquidity needs, we may have to give up certain rights that limit our ability to develop and commercialize our product candidates. See Part 2, Item 1A. “Risk Factors” of this Annual Report for additional risks associated with our substantial capital requirements.
If we are required to enter into collaborations and other arrangements to address our liquidity needs, we may have to give up certain rights that limit our ability to develop and commercialize our product candidates. See Part 2, Item 1A.
To date, there have not been any material adjustments to our prior estimates of accrued research and development expenses. 124 Recently Issued Accounting Pronouncements A description of recently issued accounting pronouncements that may potentially impact our financial position and results of operations is disclosed in Note 2 to our consolidated financial statements appearing elsewhere in this Annual Report on Form 10-K.
Recently Issued Accounting Pronouncements A description of recently adopted or issued accounting pronouncements that may potentially impact our financial position and results of operations is disclosed in Note 2 to our consolidated financial statements appearing elsewhere in this Annual Report on Form 10-K.
Investing Activities During the years ended December 31, 2022 and 2021, net cash used in investing activities was $4.2 million and $9.9 million, respectively, primarily related to the purchases of laboratory equipment, leasehold improvements, and construction in progress.
Investing Activities During the years ended December 31, 2023 and 2022, net cash used in investing activities was $60.8 million and $4.2 million, respectively, primarily related to the purchases of property and equipment, and purchases and maturities of marketable securities.
Under the Novartis Agreement, we will identify and characterize TCRs in accordance with a research plan, and transfer data arising from the research plan. We are free to develop TCRs against targets not licensed by Novartis. The collaboration included an upfront fee and research funding together totaling $30.0 million.
Under the Novartis Agreement, we identified and characterized TCRs in accordance with a research plan and transferred data arising from the research plan. The collaboration included an upfront fee and research funding together totaling $30.0 million.
Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with generally accepted accounting principles in the United States, or GAAP. The preparation of our consolidated financial statements and related disclosures requires us to make estimates and judgments that affect the reported amounts of assets, liabilities, costs and expenses.
The preparation of our consolidated financial statements and related disclosures requires us to make estimates and judgments that affect the reported amounts of assets, liabilities, costs and expenses.
We also use judgment to determine whether milestones or other variable consideration, except for royalties and sales-based milestones, should be included in the transaction price as described below. We recognize revenue based on those amounts when, or as, the performance obligations under the contract are satisfied.
As part of the accounting for arrangements under ASC 606, we must use significant judgment to determine the performance obligations based on the determination under step (ii) above. We also use judgment to determine whether milestones or other variable consideration, except for royalties and sales-based milestones, should be included in the transaction price as described below.
Any debt financing or additional equity that we raise may contain terms that are not favorable to us or our stockholders. Adequate funding may not be available to us on acceptable terms or at all. Our potential inability to raise capital when needed could have a negative impact on our financial condition and our ability to pursue our business strategies.
Any debt financing or additional equity that we raise may contain terms that are not favorable to us or our stockholders. Adequate funding may not be available to us on acceptable terms or at all.
When our TCR-T therapy candidates enter clinical development, we will begin to segregate related research and development expenses by product candidate. Product candidates in later stages of clinical development generally have higher development costs than those in preclinical and earlier stages of clinical development, primarily due increased size and duration of later stage clinical trials.
Product candidates in later stages of clinical development generally have higher development costs than those in preclinical and earlier stages of clinical development, primarily due increased size and duration of later stage clinical trials.
Financing Activities During the year ended December 31, 2022, net cash provided by financing activities was $29.4 million, consisting primarily of net proceeds from the issuance of convertible debt of $29.4 million under the Loan Agreement with K2HV.
During the year ended December 31, 2022, net cash provided by financing activities was $29.4 million, consisting primarily of net proceeds from the issuance of convertible debt under the Loan Agreement with K2HV. Critical Accounting Policies and Estimates Our consolidated financial statements are prepared in accordance with generally accepted accounting principles in the United States, or GAAP.
If we are unable to raise additional funds as required, we may need to delay, reduce, or terminate some or all development programs and clinical trials. We may also be required to sell or license our rights to product candidates in certain territories or indications that we would otherwise prefer to develop and commercialize ourselves.
We may also be required to sell or license our rights to product candidates in certain territories or indications that we would otherwise prefer to develop and commercialize ourselves.
We utilize judgment to assess the nature of the performance obligation to determine whether the performance obligation is satisfied over time or at a point in time and, if over time, the appropriate method of measuring progress. We evaluate the measure of progress each reporting period and, if necessary, adjust the measure of performance and related revenue recognition.
We recognize revenue based on those amounts when, or as, the performance obligations under the contract are satisfied. We utilize judgment to assess the nature of the performance obligation to determine whether the performance obligation is satisfied over time or at a point in time and, if over time, the appropriate method of measuring progress.
Using TargetScan, we analyze the T cells of cancer patients with exceptional responses to immunotherapy to discover how the immune system naturally recognizes and eliminates tumor cells in these patients. This allows us to precisely identify the targets of TCRs that are driving these exceptional responses.
Every TCR in our ImmunoBank has come from our proprietary platform technologies, and we are continuing to expand our ImmunoBank. Using TargetScan, we analyze the T cells of cancer patients with exceptional responses to immunotherapy to discover how the immune system naturally recognizes and eliminates tumor cells in these patients.
We reduce the risk and enhance the safety profile of these therapeutic TCRs by screening them using SafetyScan to identify potential off-targets of a TCR and eliminate those TCR candidates that cross-react with proteins expressed at high levels in critical organs.
Once we identify therapeutic candidates using these technologies, we reduce the safety risk of clinical development by comprehensively screening these TCRs against the human proteome using SafetyScan to identify potential off-target interactions. We then eliminate any TCR-T candidates that cross-react with proteins expressed at high levels in normal tissues.
We aim to use these anti-cancer TCRs to treat patients with cancer by genetically engineering their own T cells to recognize and eliminate their cancer. In addition to discovering TCR-T therapies against novel targets, we are using our ReceptorScan technology to further diversify our portfolio of therapeutic TCRs with TCR-T therapies against known targets.
This allows us to precisely identify the targets of TCRs that are driving these exceptional responses. We then use these anti-cancer TCRs to treat patients by genetically engineering T cells to recognize and eliminate their cancer. In addition to discovering TCRs against novel targets, we are using our ReceptorScan technology to identify high affinity naturally occurring TCRs for known targets.
As of December 31, 2022, the unrecognized compensation cost related to outstanding options, inclusive of research and development and general and administrative, was $13.0 million, which is expected to be recognized over a weighted-average period of 2.76 years. Other Income Other income consists primarily of interest earned on our cash and cash equivalents balances held in financial institutions.
As of December 31, 2023, the unrecognized compensation cost related to outstanding options, inclusive of research and development and general and administrative, was $18.8 million, which is expected to be recognized over a weighted-average period of 3.24 years.
During the year ended December 31, 2021, net cash provided by financing activities was $189.7 million, consisting primarily of net proceeds of $99.7 million from our issuance of convertible preferred stock, $89.6 million from our IPO, and $0.3 million in net proceeds from the exercise of common stock options.
Financing Activities During the year ended December 31, 2023, net cash provided by financing activities was $135.4 million, consisting of net proceeds of $134.7 million from our follow-on public offering in June 2023 and $0.7 million of proceeds from the exercise of stock options.
Milestone payments under license agreements are accrued, with a corresponding expense being recognized, in the period in which the milestone is determined to be probable of achievement and the related amount is reasonably estimable.
Milestone payments under license agreements are accrued, with a corresponding expense being recognized, in the period in which the milestone is determined to be probable of achievement and the related amount is reasonably estimable. 115 Table of Contents Our direct external research and development expenses consist of costs that include fees, reimbursed materials, direct material costs, and other costs paid to consultants, contractors, CMOs and CROs in connection with our development and manufacturing activities.
Results of Operations Years ended December 31, 2022 and 2021 The following table summarizes our results of operations for the years ended December 31, 2022 and 2021 (in thousands): Year Ended December 31, 2022 2021 Change Revenue Collaboration and license revenue $ 13,535 $ 10,141 $ 3,394 Operating expenses: Research and development 59,819 44,954 14,865 General and administrative 20,352 13,828 6,524 Total operating expenses 80,171 58,782 21,389 Loss from operations (66,636 ) (48,641 ) (17,995 ) Other income: Interest and other income, net 1,591 16 1,575 Interest expense (1,176 ) - (1,176 ) Total other income 415 16 399 Net loss $ (66,221 ) $ (48,625 ) $ (17,596 ) Revenue We had $13.5 million revenue for the year ended December 31, 2022 and $10.1 million of revenue for the year ended December 31, 2021.
Results of Operations Years ended December 31, 2023 and 2022 The following table summarizes our results of operations for the years ended December 31, 2023 and 2022 (in thousands): Year Ended December 31, 2023 2022 Change Revenue Collaboration and license revenue $ 21,049 $ 13,535 $ 7,514 Operating expenses: Research and development 88,153 59,819 28,334 General and administrative 26,354 20,352 6,002 Total operating expenses 114,507 80,171 34,336 Loss from operations (93,458 ) (66,636 ) (26,822 ) Other (expense) income: Interest and other income, net 7,999 1,591 6,408 Interest expense (3,759 ) (1,176 ) (2,583 ) Total other income 4,240 415 3,825 Net Loss $ (89,218 ) $ (66,221 ) $ (22,997 ) Revenue We had $21.0 million in revenue for the year ended December 31, 2023 and $13.5 million of revenue for the year ended December 31, 2022.
We are designing these multiplexed therapies to be a combination of up to three highly active TCRs that are customized for each patient and selected from our bank of therapeutic TCRs, which we refer to as the ImmunoBank.
We are designing these multiplexed therapies to be a simultaneous administration of up to three highly active TCR-T therapy candidates, selected from our ImmunoBank, that are customized for each patient based on which targets are expressed in their tumors and which HLA genes are still intact.
In addition, we must maintain liquidity greater than the average monthly consolidated change in cash and cash equivalents for the consecutive three-month period ended as of any date of determination, multiplied by 5.0. Funding requirements We expect our expenses to increase substantially in connection with our ongoing activities, particularly as we advance our research programs into preclinical and clinical development.
Funding requirements We expect our expenses to increase substantially in connection with our ongoing activities, particularly as we advance our research programs into preclinical and clinical development.
We expect to recognize the remaining arrangement consideration over the expected research term, which is anticipated to conclude in March 2023. 116 See Note 8, Collaboration and License Agreements, to our audit financial statements included elsewhere in this Annual Report.
The research term of the Amgen Agreement is expected to be approximately 3 years. See Note 9, Collaboration and License Agreements, to our audited financial statements included elsewhere in this Annual Report.
Revenue recognition To date, our revenues have primarily consisted of consideration related to the Novartis Agreement. We adopted the provisions of Accounting Standards Update 2014-09, Revenue from Contracts with Customers (Topic 606), or ASC 606, on January 1, 2018.
Revenue recognition To date, our revenues have primarily consisted of consideration related to the Novartis Agreement and the Amgen Agreement, which we are accounting for under ASC 606.
In addition, there was an increase of $2.0 million primarily related to increased costs for insurance and other administrative expenses, depreciation expense, and facilities-related costs. Liquidity and Capital Resources Sources of Liquidity We have not generated any revenue from product sales and have incurred net losses and negative cash flows from our operations.
Liquidity and Capital Resources Sources of Liquidity We have not generated any revenue from product sales and have incurred net losses and negative cash flows from our operations. Our primary use of cash is to fund operating expenses, which consist primarily of research and development expenditures, and to a lesser extent, general and administrative expenditures.
These rules and regulations have increased and will continue to increase our legal and financial compliance costs and will make some activities more time-consuming and costly and our business continues to evolve. We will require additional capital to develop our product candidates and fund our operations into the foreseeable future.
We will require additional capital to develop our product candidates and fund our operations into the foreseeable future.
Finally, there was a $1.0 million increase in expense related to laboratory supplies, research material, and preclinical studies in order to support pipeline development and solid tumor IND-enabling activities. 119 General and Administrative Expenses The following table summarizes our general and administrative expenses for the years ended December 31, 2022 and 2021 (in thousands): Year Ended December 31, 2022 2021 Change Personnel expenses (including stock-based compensation) $ 11,224 $ 6,681 $ 4,543 Legal and professional fees 4,175 4,042 133 Facility-related and other 4,953 3,105 1,848 Total general and administrative expenses 20,352 13,828 6,524 The increase in general and administrative expenses was primarily due to a $4.5 million increase in personnel expenses, which includes an increase of $1.3 million related to stock-based compensation expense.
General and Administrative Expenses The following table summarizes our general and administrative expenses for the years ended December 31, 2023 and 2022 (in thousands): Year Ended December 31, 2023 2022 Change Personnel expenses (including stock-based compensation) $ 11,397 $ 11,654 $ (257 ) Facility-related and other 7,838 4,953 2,885 Legal and professional fees 7,119 3,745 3,374 Total general and administrative expenses $ 26,354 $ 20,352 $ 6,002 General and administrative expenses increased by $6.0 million and was primarily due to a $3.4 million increase in legal and professional fees associated with certain financing and strategic transactions entered into during 2023.
We are continuing to build our ImmunoBank, a repository of therapeutic T cell receptors, or TCRs, that recognize diverse targets and are associated with multiple human leukocyte antigen, or HLA, types to provide customized multiplexed TCR-T therapy candidates for patients with a variety of solid tumors. We are building our ImmunoBank using our proprietary platform technologies.
Over the past several years, we have built our ImmunoBank, a repository of therapeutic TCRs that recognize diverse targets and are associated with multiple human leukocyte antigen, or HLA, types. These TCRs are then used to manufacture enhanced TCR-T therapies to treat a broad population of patients with both heme and solid tumor malignancies.
We do not have any therapies approved for sale and have not generated any revenue from product sales.
We do not have any therapies approved for sale and have not generated any revenue from product sales. To date, we have funded our operations primarily with proceeds from sales of capital stock, revenue received under our collaboration agreements, as well as a debt facility with K2HV.
During the year ended December 31, 2022, we recognized $13.5 million of revenue associated with the Novartis Agreement, which includes recognition of the upfront payment and research funding.
During the years ended December 31, 2023 and 2022, we recognized $5.8 million and $13.5 million, respectively, of revenue associated with the Novartis Agreement, of which $1.9 million and $4.5 million, respectively, related to cost reimbursements under the Novartis Agreement that offset costs incurred within research and development expenses in the statements of operations.
During the year ended December 31, 2021, net cash used in operating activities of $48.7 million was primarily driven by: 122 • our net loss of $48.6 million, and; • an increase in prepaid and other current assets of $2.6 million, and; • a decrease in deferred revenue of $6.5 million, due to recognition of revenue related to the Novartis collaboration.
During the year ended December 31, 2022, net cash used in operating activities of $66.5 million was primarily driven by our net loss of $66.2 million, partially offset by non-cash charges of $9.9 million related to depreciation expense, stock-based compensation, and non-cash interest expense related to note payable. During 2023, working capital changes resulted in a use of $10.2 million.
In addition, we are developing multiple TCR-T therapy candidates for the treatment of solid tumors. One of the key goals for our solid tumor program is to develop what we refer to as multiplexed TCR-T therapy.
In addition, we are developing multiple TCR-T candidates for the treatment of solid tumors. One of the challenges of treating solid tumors is that they are heterogeneous - not every tumor cell expresses a given target and some tumor cells lose half their HLA genes.
The FDA has cleared our IND applications for T-Plex, TSC-204-A0201, and TSC-204-C0702, allowing us to initiate study start-up activities. We plan to further expand the ImmunoBank by filing INDs for additional TCRs throughout 2023.
In addition to clearing these six solid-tumor investigational new drug (IND) applications, the FDA has cleared our IND application for T-Plex, enabling us to treat patients with multiplexed TCR-T therapy. We plan to further expand the ImmunoBank in 2024 by filing IND applications for additional TCR-Ts.
Upon closing of the IPO, all of our outstanding shares of convertible preferred stock automatically converted into 15,616,272 shares of common stock (of which 5,143,134 shares are non-voting common stock). Components of Results of Operations Revenue To date, our revenue has been derived from our one collaboration and two licensing agreements.
Components of Results of Operations Revenue To date, our revenue has primarily been derived from our collaboration and licensing agreements, which have been in the scope of ASC 606, Revenue from Contracts with Customers .