Biggest changeThis was offset by a $9.6 million decrease in latozinemab mainly due to the cost sharing agreement with GSK. 102 Year Ended December 31, Dollar 2022 2021 Change (In thousands) Direct research and development expenses Latozinemab $ 22,118 $ 31,689 $ (9,571 ) AL101 7,751 6,728 1,023 AL002 34,805 25,941 8,864 AL044 7,546 9,935 (2,389 ) Other early stage programs 37,385 37,740 (355 ) Indirect research and development expenses Personnel related (including stock-based compensation) 76,063 58,519 17,544 Facilities and other unallocated research and development expenses 24,750 18,855 5,895 Total research and development expenses $ 210,418 $ 189,407 $ 21,011 General and Administrative Expenses General and administrative expenses were $61.0 million for the year ended December 31, 2022, compared to $55.0 million for the year ended December 31, 2021.
Biggest changeYear Ended December 31, Dollar 2023 2022 Change (In thousands) Direct research and development expenses Latozinemab $ 14,511 $ 22,118 $ (7,607 ) AL101 4,403 7,751 (3,348 ) AL002 51,490 34,805 16,685 Other programs 21,096 44,931 (23,835 ) Indirect research and development expenses Personnel related (including stock-based compensation) 76,956 76,063 893 Facilities and other unallocated research and development expenses 23,659 24,750 (1,091 ) Total research and development expenses $ 192,115 $ 210,418 $ (18,303 ) General and Administrative Expenses General and administrative expenses were $56.7 million for the year ended December 31, 2023, compared to $61.0 million for the year ended December 31, 2022.
Investing Activities For the year ended December 31, 2022, cash used in investing activities of $159.0 million was primarily related to the maturities of marketable securities of $402.0 million offset by purchases of marketable securities of $556.9 million.
For the year ended December 31, 2022, cash used in investing activities of $159.0 million was primarily related to the maturities of marketable securities of $402.0 million offset by purchases of marketable securities of $556.9 million.
This was due to the net loss of $133.3 million offset by an increase in deferred revenue of $66.4 million from the $200 million 104 upfront payment received less revenue recognized. In addition, we had non-cash charges of $46.1 million for stock-based compensation. For the year ended December 31, 2021, cash provided by operating activities was $298.6 million.
This was due to the net loss of $133.3 million offset by an increase in deferred revenue of $66.4 million from the $200 million upfront payment received less revenue recognized. In addition, we had non-cash charges of $46.1 million for stock-based compensation. For the year ended December 31, 2021,cash provided by operating activities was $298.6 million.
Financing Activities For the year ended December 31, 2022, cash provided by financing activities of $4.5 million was primarily from the exercise of options to purchase common stock. For the year ended December 31, 2021, cash provided by financing activities of $30.3 million was primarily from the exercise of options to purchase common stock.
For the year ended December 31, 2022, cash provided by financing activities of $4.5 million was primarily from the exercise of options to purchase common stock. 106 For the year ended December 31, 2021, cash provided by financing activities of $30.3 million was primarily from the exercise of options to purchase common stock.
Our future capital requirements will depend on many factors, including: • the timing and progress of preclinical and clinical development activities; including, without limitation, our collaboration efforts with AbbVie and GSK; • the number and scope of preclinical and clinical programs we decide to pursue; • successful enrollment in and completion of clinical trials; • our ability to establish agreements with third-party manufacturers for clinical supply for our clinical trials and, if our product candidates are approved, commercial manufacturing; • our ability to maintain our current research and development programs and establish new research and development programs; • addition and retention of key research and development personnel; • our efforts to enhance operational, financial, and information management systems, and hire additional personnel, including personnel to support development of our product candidates; • negotiating favorable terms in any collaboration, licensing, or other arrangements into which we may enter and performing our obligations in such collaborations; • the timing and amount of milestone and other payments we may receive under our collaboration arrangements; • the costs and timing of regulatory approvals; • our eventual commercialization plans for our product candidates; • the effects of inflationary pressures; and • the costs involved in prosecuting, defending, and enforcing patent claims and other intellectual property claims.
Our future capital requirements will depend on many factors, including: • the timing and progress of preclinical and clinical development activities; including, without limitation, our collaboration efforts with AbbVie and GSK; • the number and scope of preclinical and clinical programs we decide to pursue; • successful enrollment in and completion of clinical trials; • our ability to establish agreements with third-party manufacturers for clinical supply for our clinical trials and, if our product candidates are approved, commercial manufacturing; • our ability to maintain our current research and development programs and establish new research and development programs; • addition and retention of key research and development personnel; • our efforts to enhance operational, financial, and information management systems, and hire additional personnel, including personnel to support development of our product candidates; • the costs associated with workforce reductions; • negotiating favorable terms in any collaboration, licensing, or other arrangements into which we may enter and performing our obligations in such collaborations; • the timing and amount of milestone and other payments we may receive under our collaboration arrangements; • the costs and timing of regulatory approvals; • our eventual commercialization plans for our product candidates; 105 • the effects of inflationary pressures; and • the costs involved in prosecuting, defending, and enforcing patent claims and other intellectual property claims.
Factors that could cause or contribute to such differences include, but are not limited to, those identified below and those set forth under the section titled “Risk Factors” included elsewhere in this report. Overview We are a clinical stage biopharmaceutical company pioneering immuno-neurology, a novel therapeutic approach for the treatment of neurodegeneration.
Factors that could cause or contribute to such differences include, but are not limited to, those identified below and those set forth under the section titled “Risk Factors” included elsewhere in this report. Overview We are a clinical stage biotechnology company pioneering immuno-neurology, a novel therapeutic approach for the treatment of neurodegeneration.
Under the terms of our GSK Agreement, we received $700 million in upfront payments, of which $500 million was received in August 2021 and $200 million was received in January 2022. In addition, we will be eligible to receive up to an additional $1.5 billion in clinical development, regulatory, and commercial launch-related milestone payments for latozinemab and AL101.
Under the terms of the GSK Agreement, we received $700 million in upfront payments, of which $500 million was received in August 2021 and $200 million was received in January 2022. In addition, we will be eligible to receive up to an additional $1.5 billion in clinical development, regulatory, and commercial launch-related 101 milestone payments for latozinemab and AL101.
In determining the appropriate amount of revenue to be recognized as we fulfill our obligations under arrangements, we perform the 105 following steps: (i) identify the contract(s) with a customer, (ii) identify the performance obligations in the contract, (iii) determine the transaction price, (iv) allocate the transaction price to the performance obligations in the contract, and (v) recognize revenue when (or as) the entity satisfies the performance obligation.
In determining the appropriate amount of revenue to be recognized as we fulfill our obligations under arrangements, we perform the following steps: (i) identify the contract(s) with a customer, (ii) identify the performance obligations in the contract, (iii) determine the transaction price, (iv) allocate the transaction price to the performance obligations in the contract, and (v) recognize revenue when (or as) the entity satisfies the performance obligations.
Liquidity and Capital Resources Since our inception through December 31, 2022, our operations have been financed primarily by our collaborations with AbbVie and GSK and the issuance and sale of convertible preferred stock and of common stock upon the completion of our IPO and follow-on offering.
Liquidity and Capital Resources Since our inception through December 31, 2023, our operations have been financed primarily by our collaborations with AbbVie and GSK and the issuance and sale of convertible preferred stock and of common stock upon the completion of our IPO and follow-on offering.
Alector and GSK are jointly developing latozinemab and AL101. In the United States, Alector and GSK will equally share profits and losses from commercialization of latozinemab and AL101. We may opt out of the sharing of development costs and of profit and losses from commercialization in the United States on a product-by-product basis.
In the United States, Alector and GSK will equally share profits and losses from commercialization of latozinemab and AL101. We may opt out of the sharing of development costs and of profit and losses from commercialization in the United States on a product-by-product basis.
Under the terms of our AbbVie Agreement, in addition to receiving the upfront payments from AbbVie, we may also be entitled to development and regulatory milestone payments, opt-in payments for continued development after proof-of-concept for AL002, and other future payments from profit sharing or royalties after commercialization of product candidates from such program.
Under the terms of the AbbVie Agreement, in addition to receiving the upfront payments from AbbVie, we may also be entitled to development and regulatory milestone payments, an opt-in payment for continued development of AL002, and other future payments from profit sharing or royalties after commercialization of product candidates from such program.
Specific program expenses include expenses associated with the development of our most advanced product candidates: latozinemab, which is being studied in a pivotal Phase 3 clinical trial, INFRONT-3, which has an ongoing Phase 2 clinical trial; AL002, which is being studied in a Phase 2 clinical trial; and AL101, for which we have completed a Phase 1 clinical trial.
Specific program expenses include expenses associated with the development of our most advanced product candidates: latozinemab, which is being studied in a pivotal Phase 3 clinical trial, INFRONT-3, and which has an ongoing Phase 2 clinical trial; AL002, which is being studied in a Phase 2 clinical trial; and AL101, which has an ongoing Phase 2 clinical trial.
General and administrative expenses also include legal fees relating to intellectual property and corporate matters, professional fees paid for accounting, auditing, consulting, and tax services, insurance costs, and facility costs not otherwise included in research and development expenses. 101 Other Income, Net Other income, net consists of interest earned on our cash equivalents and marketable securities and foreign currency transaction gains and losses incurred during the period.
General and administrative expenses also include legal fees relating to intellectual property and corporate matters, professional fees paid for accounting, auditing, consulting, and tax services, insurance costs, and facility costs not otherwise included in research and development expenses. Other Income, Net Other income, net consists primarily of interest earned on our cash equivalents and marketable securities.
We expect our research and development expenses to increase substantially for the foreseeable future as we continue to invest in research and development activities related to developing our product candidates, as our product candidates advance into later stages of development, as we begin to conduct larger clinical trials, as we seek regulatory approvals for any product candidates that successfully complete clinical trials, and incur expenses associated with hiring additional personnel to support our research and development efforts.
At this time, we cannot reasonably estimate or know the nature, timing, and estimated costs of the efforts that will be necessary to complete the development of, and obtain regulatory approval for, any of our product candidates. 102 We expect our research and development expenses to increase substantially for the foreseeable future as we continue to invest in research and development activities related to developing our product candidates, as our product candidates advance into later stages of development, as we begin to conduct larger clinical trials, as we seek regulatory approvals for any product candidates that successfully complete clinical trials, and incur expenses associated with hiring additional personnel to support our research and development efforts.
Cash Flows The following table summarizes our cash flows for the periods indicated (in thousands): Year Ended December 31, 2022 2021 2020 Cash provided by (used in) operating activities $ (20,329 ) $ 298,551 $ (166,734 ) Cash used in investing activities (159,014 ) (49,663 ) (105,051 ) Cash provided by financing activities 4,514 30,295 232,113 Operating Activities For the year ended December 31, 2022, cash used in operating activities was $20.3 million.
Cash Flows The following table summarizes our cash flows for the periods indicated (in thousands): Year Ended December 31, 2023 2022 2021 Cash provided by (used in) operating activities $ (184,162 ) $ (20,329 ) $ 298,551 Cash provided by (used in) investing activities 101,918 (159,014 ) (49,663 ) Cash provided by financing activities 2,550 4,514 30,295 Operating Activities For the year ended December 31, 2023, cash used in operating activities was $184.2 million.
The expense is recognized based on continued employment of the participants, regardless of achievement of the market condition. Expense related to the RSUs with market conditions is recognized using the accelerated attribution method. We account for forfeitures as they occur for all awards.
Expense related to the RSUs with market conditions is recognized using the accelerated attribution method. We account for forfeitures as they occur for all awards.
Stock-based compensation associated with RSUs is based on the fair value of our common stock on the grant date, which equals the closing price of our common stock on the grant date. We recognize expense over the vesting period of the awards. Expense for options and RSUs are recognized on a straight-line basis.
Stock-based compensation associated with restricted stock units (RSUs) is based on the fair value of our common stock on the grant date, which equals the closing price of our common stock on the grant date. We recognize expense over the vesting period of the awards.
We expect our expenses to continue to increase in connection with our ongoing activities, in particular as we continue to advance our product candidates and our discovery programs. In addition, we expect to incur additional costs associated with operating as a public company.
We expect our expenses to continue to increase in connection with our ongoing activities, in particular as we continue to advance our product candidates and our discovery programs. In addition, we expect to incur additional costs associated with operating as a public company. As of December 31, 2023, we had cash, cash equivalents, and marketable securities of $548.9 million.
In addition, we received $6.3 million cash from the exercise of options to purchase common stock Critical Accounting Policies and Estimates Management’s discussion and analysis of our financial condition and results of operations is based on our consolidated financial statements, which have been prepared in accordance with generally accepted accounting principles in the United States (GAAP).
Critical Accounting Policies and Estimates Management’s discussion and analysis of our financial condition and results of operations is based on our consolidated financial statements, which have been prepared in accordance with generally accepted accounting principles in the United States (GAAP).
The Black-Scholes option-pricing model requires the use of highly subjective assumptions which determine the fair value of stock-based awards. These assumptions include: Expected Term —The expected term represents the period that stock-based awards are expected to be outstanding.
We estimate the grant date fair value for options to purchase common stock, and the resulting stock-based compensation, using the Black-Scholes option-pricing model. The Black-Scholes option-pricing model requires the use of subjective assumptions which determine the fair value of stock-based awards. These assumptions include: Expected Term —The expected term represents the period that stock-based awards are expected to be outstanding.
Future Funding Requirements Our primary uses of cash are to fund our operations, which consist primarily of research and development expenditures related to our programs, and to a lesser extent, general and administrative expenditures.
As of December 31, 2023, we had an accumulated deficit of $710.1 million. 104 Future Funding Requirements Our primary uses of cash are to fund our operations, which consist primarily of research and development expenditures related to our programs, and to a lesser extent, general and administrative expenditures.
Supporting our scientific approach, our research and drug discovery platform enables us to advance a broad portfolio of product candidates, validated by human genetics, which we believe will improve the probability of technical success over shorter development timelines. As a result, we have identified over 100 immune system targets.
Supporting our scientific approach, our research and drug discovery platform enables us to identify targets and advance a broad portfolio of product candidates, validated by human genetics, which we believe may improve the probability of technical success over shorter development timelines. Three product candidates, latozinemab (also referred to as AL001), AL002, and AL101 are in clinical development.
Revenues for research and development services are recognized as the program costs are incurred by measuring actual costs incurred to date compared to the overall total expected costs to satisfy the performance obligation.
We recognize revenue from the upfront payments from GSK at a point in time for a development license and over time for research and development services. Revenues for research and development services are recognized as the program costs are incurred by measuring actual costs incurred to date compared to the overall total expected costs to satisfy the performance obligation.
Further, we do not expect to generate revenue from product sales until such time, if ever, that we are able to successfully complete the development and obtain marketing approval for one of our product candidates. We will continue to require additional capital to develop our product candidates and fund operations for the foreseeable future.
To date, we have not had any products approved for sale and have not generated any revenue from product sales. Further, we do not expect to generate revenue from product sales until such time, if ever, that we are able to successfully complete the development and obtain marketing approval for one of our product candidates.
We may also choose to seek additional financing opportunistically. We may seek to raise capital through public equity or debt financings, license agreements, collaborative agreements or other arrangements with other companies, asset sales, or through other sources of financing. We expect to need to obtain substantial additional funding in the future for our research and development activities and continuing operations.
We may also choose to seek additional financing opportunistically. We may seek to raise capital through public equity or debt financings, license agreements, collaborative agreements or other arrangements with other companies, asset sales, or through other sources of financing.
Other Income, Net Other income, net was $7.8 million for the year ended December 31, 2022, compared to $1.0 million for the year ended December 31, 2021. The increase of $6.7 million was due to higher investment yields on our marketable securities compared to the prior year.
The increase of $18.8 million was due to higher investment yields on our marketable securities compared to the prior year. Income Tax Expense Income tax expense was $5.2 million for the year ended December 31, 2023, compared to $3.3 million for the year ended December 31, 2022.
As of December 31, 2022, we had $712.9 million of cash, cash equivalents, and marketable securities. As of December 31, 2022, we had an accumulated deficit of $579.7 million.
As of December 31, 2023, we had $548.9 million of cash, cash equivalents, and marketable securities.
The deferred revenue is expected to be recognized over the research and development period of the programs through proof-of-concept for AL002 and the completion of the initial Phase 2 clinical trials for specified indications for latozinemab and AL101. 100 Research and Development Expenses Research and development expenses account for a significant portion of our operating expenses.
The balance of deferred revenue was $293.8 million as of December 31, 2023, related to the AbbVie and GSK Agreements. The deferred revenue is expected to be recognized over the research and development period of the programs through proof-of-concept for AL002 and the completion of the initial Phase 2 clinical trials for specified indications for latozinemab and AL101.
If we underestimate or overestimate the level of services performed or the costs of these services, our actual expenses could differ from our estimates. To date, we have not experienced significant changes in our estimates of preclinical studies and clinical trial accruals.
If we underestimate or overestimate the level of services performed or the costs of these services, our actual expenses could differ from our estimates.
Risk-Free Interest Rate —The risk-free interest rate is based on the U.S. Treasury yield curve in effect at the measurement date with maturities approximately equal to the expected term. 106 Expected Dividend —The expected dividend rate is zero because we have not historically paid and do not expect for the foreseeable future to pay a dividend on our common stock.
Risk-Free Interest Rate —The risk-free interest rate is based on the U.S. Treasury yield curve in effect at the measurement date for zero-coupon U.S. Treasury notes with maturities approximately equal to the expected term.
We have incurred net losses in each year since inception and we expect to continue to incur net losses for the foreseeable future. Our ability to generate product revenue will depend on the successful development and eventual commercialization of one or more of our product candidates.
We will continue to require additional capital to develop our product candidates and fund operations for the foreseeable future. We have incurred net losses in each year since inception and we expect to continue to incur net losses for the foreseeable future.
We also granted RSUs with market conditions to certain executives. The fair value of the RSUs with market conditions are estimated using a Monte Carlo simulation model. Assumptions and estimates utilized in the model include the stock price on grant date, risk-free interest rate, dividend yield, expected stock volatility, and the estimated period to achieve the market condition.
Assumptions and estimates utilized in the model include the stock price on grant date, risk-free interest rate, dividend yield, expected stock volatility, and the estimated period to achieve the market condition. The expense is recognized based on continued employment of the participants, regardless of achievement of the market condition.
Stock-based Compensation Stock-based compensation is measured at the date of grant, based on the estimated fair value of the award and recognized as expense over the employee’s requisite service period (usually the vesting period). We estimate the grant date fair value for options to purchase common stock, and the resulting stock-based compensation, using the Black-Scholes option-pricing model.
To date, we have not experienced significant changes in our estimates of preclinical studies and clinical trial accruals. 107 Stock-based Compensation Stock-based compensation is measured at the date of grant, based on the estimated fair value of the award and recognized as expense over the employee’s requisite service period (usually the vesting period).
Our operations have been financed primarily through our collaborations with AbbVie and GSK and the issuance and sale of convertible preferred stock and of common stock upon the completion of our initial public offering (IPO) and follow-on offering. We completed our IPO in February 2019, and received $168.2 million net proceeds, after deducting underwriting discounts and commissions and offering expenses.
We are advancing our clinical product candidates and research pipeline with our existing resources and in collaboration with our partners, GSK and AbbVie. 100 Our operations have been financed primarily through our collaborations with AbbVie and GSK and the issuance and sale of convertible preferred stock and of common stock upon the completion of our initial public offering (IPO) and follow-on offerings.
We record research and development expenses as incurred.
Research and Development Expenses Research and development expenses account for a significant portion of our operating expenses. We record research and development expenses as incurred.
Results of Operations Comparison of the Years Ended December 31, 2022 and 2021 Year Ended December 31, Dollar 2022 2021 Change (In thousands) Collaboration revenue $ 133,617 $ 207,085 $ (73,468 ) Operating expenses: Research and development 210,418 189,407 21,011 General and administrative 61,033 55,038 5,995 Total operating expenses 271,451 244,445 27,006 Loss from operations (137,834 ) (37,360 ) (100,474 ) Other income, net 7,778 1,031 6,747 Loss before income taxes (130,056 ) (36,329 ) (93,727 ) Income tax expense 3,254 — 3,254 Net loss $ (133,310 ) $ (36,329 ) $ (96,981 ) Revenue Collaboration revenue was $133.6 million for the year ended December 31, 2022, compared to $207.1 million for the year ended December 31, 2021.
Comparison of the Years Ended December 31, 2023 and 2022 Year Ended December 31, Dollar 2023 2022 Change (In thousands) Collaboration revenue $ 97,062 $ 133,617 $ (36,555 ) Operating expenses: Research and development 192,115 210,418 (18,303 ) General and administrative 56,687 61,033 (4,346 ) Total operating expenses 248,802 271,451 (22,649 ) Loss from operations (151,740 ) (137,834 ) (13,906 ) Other income, net 26,561 7,778 18,783 Loss before income taxes (125,179 ) (130,056 ) 4,877 Income tax expense 5,212 3,254 1,958 Net loss $ (130,391 ) $ (133,310 ) $ 2,919 Revenue Collaboration revenue was $97.1 million for the year ended December 31, 2023, compared to $133.6 million for the year ended December 31, 2022.
Based on our current operating plan, we believe that our existing cash, cash equivalents, and marketable securities will enable us to fund our operations and capital expenditure requirements through 2025. We have based 103 this estimate on assumptions that may prove to be wrong, and we could utilize our available capital resources sooner than we currently expect.
We reduced our workforce to better align our resources with our current strategic priorities and maintain our expectations with respect to our ability to fund our operations. We have based this estimate on assumptions that may prove to be wrong, and we could utilize our available capital resources sooner than we currently expect.
Our net losses were $133.3 million, $36.3 million, and $190.2 million for the years ended December 31, 2022, 2021, and 2020, respectively. As of December 31, 2022, we had an accumulated deficit of $579.7 million.
Our ability to generate product revenue will depend on the successful development and eventual commercialization of one or more of our product candidates. Our net losses were $130.4 million, $133.3 million, and $36.3 million for the years ended December 31, 2023, 2022, and 2021, respectively. As of December 31, 2023, we had an accumulated deficit of $710.1 million.
Components of Results of Operations Revenue We have not generated any revenue from product sales and do not expect to do so in the near future. Our revenue to date has been primarily related to the AbbVie Agreement and GSK Agreement for the license and co-development of product candidates with those parties.
Our revenue to date has been primarily related to the AbbVie Agreement and GSK Agreement for the license and co-development of product candidates with those parties. We recognize revenue from the upfront payments and the milestone payment received from AbbVie over time as services are provided.
For the year ended December 31, 2020, cash used in investing activities of $105.1 million was primarily related to the purchase of marketable securities of $506.8 million offset by the proceeds from maturities of marketable securities of $406.8 million. In addition, we used cash for the purchase of $5.0 million of property and equipment.
Investing Activities For the year ended December 31, 2023, cash provided by investing activities of $101.9 million was primarily related to the maturities of marketable securities of $652.5 million offset by purchases of marketable securities of $551.7 million.
This was offset by a $55.8 million net increase to collaboration revenue under the AbbVie Agreement due to changes in estimated costs to satisfy the performance obligations resulting from the termination of the AL003 program, partially offset by increases in total expected costs for the AL002 program.
The decrease of $36.6 million was mainly due to $68.9 million of collaboration revenue recognized in the second quarter of 2022 due to changes in estimated costs to satisfy the performance obligations resulting from the termination of the AL003 program and a $27.0 million decrease in revenue recognized for the latozinemab programs.
For the year ended December 31, 2020, cash used in operating activities was $166.7 million. This was mainly due to the net loss of $190.2 million and the decrease in deferred revenue of $21.1 million as revenue was recognized related to the AbbVie Agreement.
This was mainly due to the net loss of $130.4 million. We also had a decrease in deferred revenue of $66.8 million and a decrease in refund liability of $24.5 million. This was offset by a non-cash charge of $42.8 million for stock-based compensation. For the year ended December 31, 2022, cash used in operating activities was $20.3 million.
For the year ended December 31, 2020, cash provided by financing activities of $232.1 million was primarily from net proceeds of the issuance of 9,602,500 shares of our common stock upon the completion of a follow-on public offering.
Financing Activities For the year ended December 31, 2023, cash provided by financing activities of $2.6 million was primarily from the exercise of options to purchase common stock and the issuance of stock from the 2019 Employee Stock Purchase Plan.
The decrease was also offset by $44.2 million higher revenue for GSK programs recognized over the initial Phase 2 clinical trials. Research and Development Expenses Research and development expenses were $210.4 million for the year ended December 31, 2022, compared to $189.4 million for the year ended December 31, 2021.
Revenues are recognized as the program costs are incurred by measuring actual costs incurred to date compared to the overall total expected costs to satisfy the performance obligation. Research and Development Expenses Research and development expenses were $192.1 million for the year ended December 31, 2023, compared to $210.4 million for the year ended December 31, 2022.