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Operator
Good day, ladies and gentlemen, and welcome to the Personalis Fourth Quarter 2022 Earnings Conference Call. At this time, all participants are in a listen-only mode. Later, we will conduct a question-and-answer session and instructions will follow at that time. As a reminder, this call may be recorded. I would like to now hand the conference over to your first speaker today, Caroline Corner, Investor Relations.
Please go ahead, Caroline.
Caroline V. Corner - MD
Thank you, operator. Welcome to Personalis' Fourth Quarter and Full Year 2022 Earnings Call. Joining me on today's call are Aaron Tachibana, Interim Chief Executive Officer and Chief Financial Officer; Chris Hall, President; and Rich Chen, Chief Medical Officer and SVP of R&D.
All statements made on this call that do not relate to matters of historical fact should be considered forward-looking statements within the meaning of the U.S. securities laws. For example, any statements regarding trends and expectations for our financial performance this year and longer-term cash runway, revenue expectations and timing, new orders, products, services, technology, the timing of data publications, clinical and regulatory milestones, the outcome and timing of reimbursement decisions, expectations for our existing and future collaboration activities, cost expectations and our market opportunity business outlook.
These statements are subject to risks and uncertainties that could cause actual results to differ materially from our current expectations. We encourage you to review our most recent filings with the SEC, including the special note regarding forward-looking statements and risk factors described in our 10-K for the full year of 2022 to be filed today.
Personals undertakes no obligation to update these statements, except as required by applicable law. Our press release with our fourth quarter and full year 2022 results is available on our website, www.personalis.com, under the Investors section and includes additional details about our financial results. Our website also has our latest SEC filings, which we encourage you to review. A recording of today's call will be available on our website by 5:00 p.m. Pacific Time today.
Now I would like to turn the call over to Aaron for his comments on fourth quarter business highlights.
Aaron L. Tachibana - Interim CEO & CFO
Thank you, Caroline. 2023 is an exciting year at Personalis as we begin a new chapter in the company's story. Having built capabilities at the sequencing powerhouse is with several years as a trusted partner at many of the world's leading oncology companies, we believe we now have one of the most discerning technologies to both characterize and monitor cancer with the aim of driving a new paradigm for cancer management, guiding care from biopsy through the life of the patient.
To seize the opportunities ahead of us, our leadership team has made 3 key changes in our strategic focus. First, we have defined a new strategy to win in MRD, starting with 3 high-impact indications, where our highly sensitive tumor-informed liquid biopsy assay, NeXT Personal is particularly Stages for detecting minimal residual disease.
These indications are immunotherapy monitoring, breast and lung cancer. We will speak to this strategy in more detail in a few moments. But in short, our in-house commercial efforts in 2023 will be focused where our MRD offerings shines the most for detecting cancer recurrence at the earliest possible time.
Longer term, with the broad utility of our technology, unique partner and other cancer indications, giving us access to additional pieces of the entire market, which could become more than $30 billion over time.
Second, we have proved our biopharma business to focus on profitability. Last month, we filed an 8-K explaining that we resized our employee base, reducing our workforce by approximately 30% and lowering payroll and other expenses by an estimated $20 million annually. After careful consideration and in line with our cash conservation objectives, we also decided to close our facility in China.
While such restructuring is always difficult, we believe this puts us in a healthy financial position with a cash runway that is expected to fuel us through 2025. Also, it allows us to be even more strategic in providing compelling products and at the highest level of service to key biopharma partners to drive clinical trial success and as an engine to power personalized cancer vaccine development as evidenced by our recent announcement of the extension of our partnership with Moderna.
Finally, we expect that the extension of our cash runway allows for sufficient time to achieve several critical milestones, including launching NeXT Personal as an LDT for the clinical market as well as deepening the evidence of further validating these assays, ultra-high sensitivity and clinical utility.
This validation in turn, lays the foundation for obtaining reimbursement and enables us to begin to ramp up test volume and subsequently, clinical revenue.
Now I will turn the call over to Chris to speak more about these strategies and the milestones that we will be tracking and then I'll provide the financial results and guidance following his remarks. Chris?
Chris Hall
Thank you, Aaron. Building upon the transition that Aaron has just laid out, we believe there are 4 key catalysts ahead, which will prepare us for rapid growth into 2024 and beyond. As we seek to grow profitable revenue, we will primarily focus on executing our winning MRD strategy. As such, our 2023 milestones are as follows: First, we expect to receive our first CMS reimbursement coverage decision before the end of Q3 this year for our personalized highly sensitive and ultra-comprehensive genomic profile offering NeXT Dx.
We launched NeXT Dx to clinicians last year to help them find the most appropriate therapies for their patients. Our clinical sales and medical affair teams have made solid progress in driving early adoption and booking initial revenue. We expect that a positive Medicare reimbursement decision will accelerate uptake in revenue growth and will also pave the way for success with our MRD offering.
Second, we are on track to launch NeXT Personal Dx, the LDT version of our MRD offering into the clinic in the second half of this year. NeXT Personal Dx is designed to find MRD, simply stated as (inaudible) traces of cancer, allowing for earlier detection and recurrence as well as to inform and enable therapy decisions in earlier intervention.
As Aaron previously mentioned, our near-term focus will be on 3 indications where technology's high sensitivity has the potential to make a significant impact, IO therapy monitoring, breast cancer and lung cancer. We believe our sensitivity can help overcome current challenges such as distinguishing pseudoprogression from progression through imaging alone, assessing the therapy is working and helping guide whether to continue, stop or switch to other options.
We estimate breast and lung cancer alone represents almost 1 million cases for monitoring each year. In addition to the clinical launch of NeXT Personal Dx as we go through the year, we will also prepare the data and analytical packages for submission to MolDx in 2024, and we expect to obtain reimbursement for our first indication in 2024.
Third, we will extend our Personalis inside strategy inside personal cancer vaccines, where Personalis is powering both design and manufacturing inside the government's population health program with the continuation of our support for the Veterans Administrations Million Veteran Program, and importantly, to our wind MRD strategy inside diagnostic products with partners with deep verticals but who lack an MRD solution.
For personalized cancer vaccines, for example, since 2016, Personalis has been the engine that has enabled several biopharma companies to develop vaccines for clinical trials. As Aaron noted, we recently announced we are continuing our strategic relationship with Moderna.
Previously, our technology allowed them to progress through a Phase IIb clinical trial. We've been working with Moderna on all their clinical trials in cancer and the announced agreement extends our relationship to continue working with them, including their Phase III melanoma clinical trial, which is expected to begin this year. We're thrilled about this partnership and believe that our compelling technology and offerings can help other customers win in this rapidly emerging cancer therapeutics area.
Fourth and finally, we are building and publishing the clinical evidence base to support our products and drive our key indications. In 2023, we expect to generate data on I/O indications with collaborators, including Duke University, BC cancer, UKE and UCSF -- we have also recently partnered with Criterium in the academic breast cancer consortium to conduct a prospective clinical trial to validate the clinical performance of NeXT Personal to evaluate MRD and subsequent recurrence in patients with early-stage receptible triple-negative breast cancer, an aggressive cancer with limited treatment options.
And we have work underway in lung cancer. We look forward to sharing our milestones as we go through the year.
With that, I'll turn it back to Aaron.
Aaron L. Tachibana - Interim CEO & CFO
Thank you, Chris. I will now provide details about our financial results for the fourth quarter and full year of 2022 as well as guidance for the first quarter and full year of 2023. Total company revenue for the fourth quarter of 2022 was $16.7 million and decreased 19% compared with the same period of the prior year, which was expected due to the decline in the MVP revenue.
Oncology revenue, which includes revenues from pharma tests, enterprise and other customers was $15.8 million and increased 3% over the same period of the prior year. The year-over-year increase in oncology revenue was driven mostly by the volume increase from Natera, which accounted for almost half of our revenue in the quarter.
For the full year of 2020, total company revenue was $65 million and was above our previous guidance range of $63 million to $64 million. The total company revenue decreased 24% compared with 2021 due to the expected decline in VAMP revenue. Revenue from our oncology business increased by 42% for the full year of 2022 compared to 2021, primarily due to the growth in test volume with the tariff.
Gross margin was 13.8% for the fourth quarter compared with 38.7% for the same period of the prior year. The year-over-year decrease of 24.9% was primarily due to the expected under absorbed overhead costs from the decrease in revenue volume from the VA MVP. Also an increase in expenses to support our growing oncology revenue volume and for our new facility.
Within our production laboratory, we use more direct returns and sequencing equipment capacity for the BA MVP whole genome samples, while our oncology business requires a higher proportion of labor and overhead expenses, such as direct and indirect labor, lab supplies, facility footprint and other related costs compared with the VAMP.
Over the next couple of years, we expect some gross margin variability due to the fluctuating VA MVP volume, investments in capabilities such as automation of our production lines, providing diagnostic tests while we continue to increase our efforts to secure reimbursement, cost for our new facility and others. Longer term, we expect our gross margin to increase as we achieve scale by growing our oncology revenue.
Operating expenses were $34.4 million in the fourth quarter compared to $28.2 million in the same period of the prior year. R&D expense was $16.6 million in the fourth quarter compared to $14.5 million for the same period last year, and SG&A expense was $17.8 million in the fourth quarter compared to $13.7 million for the same period last year.
The increase in R&D expense was for product development, building our clinical and medical infrastructure and sample test expenses for studies in clinical validation work. The increase in SG&A was due to due to commercial and infrastructure expansion, cost for our new facility and operations in China, which we are discontinuing.
Net loss for the fourth quarter was $31.1 million compared with the net loss of $20.2 million for the same period of the prior year. The net loss per share for the fourth quarter was $0.67, and the weighted average basic and diluted share count was $46.3 million compared with the net loss per share of $0.45 and a weighted average basic and diluted share count of $44.8 million for the same period of the prior year.
Net loss for the full year of 2022 was $113.3 million compared with a net loss of $65.2 million for 2021 and was within our previous guidance range of $111 million to $114 million. The net loss per share for the full year was $2.48 and the weighted average basic and diluted share count was $45.7 million compared with the net loss per share of $1.49 and a weighted average basic and diluted share count of $43.9 million for 2021.
Now on to the balance sheet. We finished the fourth quarter with a strong balance sheet with cash and short-term investments of $167.7 million. In the fourth quarter, we used $25.1 million of cash due to the net loss, working capital needs, construction of our new headquarters facility and capital equipment purchases. Our 2022 full year cash usage was approximately $119 million, and we significantly reduced it from the original estimate of $140 million at the beginning of the year. 2022 was our peak year for cash usage due to the onetime investment in our new facility. Going forward, we expect our cash usage to decline each year as we pursue breakeven and eventually profitability.
Now I'd like to turn to guidance. A couple of months ago, we began rationalizing our biopharma business and pruning areas that were not profitable enough. In some cases, projects we took had very low gross margin and others had negative cash flow. We eliminated resources tied to these areas, including headcount cuts that were included within the 30% workforce reduction.
We expect these actions to have an impact on revenue, and we estimate a reduction of approximately $4 million to $6 million in 2023 from removing these small and unprofitable biopharma accounts. However, we expect this decline to be more than offset by revenue growth in 2023 from NeXT Personal, personalized cancer vaccine projects and the small amount of NeXT Dx clinical revenue.
Our full year guidance reflects these dynamics. For the full year of 2023, we expect total company revenue to be in the range of $68 million to $72 million with oncology revenue from pharma, enterprise sales and other customers to be in the range of $59 million to $63 million. VA MVP revenue is estimated to be approximately $9 million and expected to be recognized during the first 3 quarters of the year.
Net loss of approximately $103 million and cash usage of approximately $75 million, a reduction of $44 million from 2022. For the first quarter of 2023, we expect total company revenue of approximately $17.5 million, revenue from pharma tests, enterprise sales and other customers of approximately $14.5 million. Revenue from population sequencing of approximately $3 million.
Our revenue volume with Natera has ramped quickly over the last 2 years and was $26.6 million in 2022. We expect our previous run rates to continue through this year as Natera has come to rely on our high-quality exome offering. However, as Natera has signaled, we do expect our volume with us to decline in 2024 and beyond as they bring their laboratories in Austin, Texas online.
We do expect that our many growth vectors will create year-over-year growth in 2024, even as Natera moves their business into their own lab. We look forward to updating you on our milestones as the year progresses. These milestones laid the foundation for accelerated growth in the meters and are key to enabling our vision of powering a new paradigm of cancer management with our technology -- thank you.
Now I will turn the call back over to the operator to begin the Q&A session. Operator?
Operator
(Operator Instructions). We ask that you please limit yourself to one question and one follow-up. One moment for our questions, please. Our first question will come from the line of Tejas Savi with Morgan Stanley.
Unidentified Analyst
This is Gabe on for Tejas. So firstly, could you elaborate on your announced partnership with Moderna on the personalized cancer vaccine with Phase III expected to start this year, could this partnership represent a meaningful contribution for you as early as 2024. And just how are you thinking about this relationship long term?
Aaron L. Tachibana - Interim CEO & CFO
Sure. Thanks for the question. In terms of our relationship with Moderna, we've been doing business with them now for the last 6 to 7 years. We've been an integral part in their manufacturing process for personalized cancer vaccine. We're really excited about the success in the Phase II trial with having 44% efficacy in terms of improvement of patient results.
In terms of what we do from Moderna, we basically handle a lot of the upfront genomic testing, provide them with this information. So then making go and customize a therapeutic for each individual patient. In terms of when the Phase III trial will start -- that's up from a burner to talk about. It's not up to us to mention.
In terms of the economics, we're not going to be allowed to say too much in that regard either. But we have been a great strategic partner for Moderna, and we're really excited about the relationship and where it goes. In terms of some of the additional news that came out recently and Moderna had their earnings release yesterday, we did talk about this breakthrough designation for the first vaccine that we had, and we're really excited about their success in that regard as well.
Rich, did you have anything to add on the Moderna relationship?
Richard Chen - Senior VP of R&D and Chief Medical Officer
No, I think that summarizes it well. I think the -- we've had this long-term relationship like Aaron has mentioned, with our UID platform, which is one of the best platforms for helping our partners identify new antigens, which are a key part of their personalized cancer vaccines.
And our platform does an extraordinary job of identifying things like mutations, expression of those mutations, neoantigen prediction, HLA and other information that's needed for their personalized cancer vaccine process...
Unidentified Analyst
Great. That was helpful. And then could you provide an update on what you're seeing on the sample delivery side since last quarter? Are you still seeing these headwinds? And if so, when do you anticipate these headwinds to subside...
Aaron L. Tachibana - Interim CEO & CFO
Yes. There still are some headwinds in terms of sample delivery. Our pharma customers are having trouble getting samples from their CROs for a variety of different reasons like staffing and things of that nature. In addition, a lot of pharma and biotech companies have been watching their spent given the recession that's going on right now. And so that's been a headwind as well in terms of some of this business.
Operator
Our next call will come from the line of Patrick Donnelly with...
Unidentified Analyst
You have Liz on Upper Patrick. I guess, first on China. I was just wondering on the decision to discontinue there. Do you still see China no longer presence in the medium term? Or is this kind of camper. I'm just wondering how you're thinking about that...
Aaron L. Tachibana - Interim CEO & CFO
Lindsay, thank you for the question. In terms of China, so when we set out some 3 years ago and went out to China to go and expand business there, we had a lot of interest in pharma who wanted us to pursue that type of an opportunity and help support their global clinical trials.
With regards to work things stand today, we've had to say no to some good ideas, right? We believe China is a good idea. But in terms of being able to get to breakeven and even profitability longer term. It's going to be a headwind for us in terms of the costs and the investments required.
And so unfortunately, we've had to say no to China. And in terms of the decision, that's pretty much the decision we came to. So at this point in time, we do see it as a permanent -- permanent into what we've started in China.
Unidentified Analyst
Understood. And then just one follow-up. I guess how are you thinking about the cadence for gross margins this year, I think in the last call, you mentioned it's possible that you're going to receive the NovaSeq X platform this month and ultimate maybe mid this year. Just wondering how you're thinking about that and the potential impact on margins maybe in the back half in 2024.
Aaron L. Tachibana - Interim CEO & CFO
Sure. In terms of gross margins, so the way we view this, 2022 is probably going to be the lowest point for gross margins because of a lot of the investments we've had to make and the severe decline in the VA MVP volume. As we go through 2023, we still have a fair amount of under-absorbed labor and overhead, primarily due to bringing our new facility online.
But the way we see it, our gross margins should increase as we get to the back half of 2023 as we bring the NovaSeq X+ online. They won't all come online at once, it's going to require us to do some testing and validation before we can move over customer samples onto that platform. So I would say the savings this year is going to be minimal. We'll see the bulk of the savings in 2024.
Operator
Our next call will come from the line of Joseph Lanigan with Cowen. Joseph?
Unidentified Analyst
This is Joe on for Max. So your 2023 guide for pharma test enterprise sales and other is $59 million to $63 million. What are you assuming for core biopharma testing revenue, excluding the terra partnership? And if not a concrete number, some growth commentary would be really helpful.
Aaron L. Tachibana - Interim CEO & CFO
Joe. So Natera was almost $27 million for us in 2022. So in terms of what our guide contemplates for Natera, somewhere between $27 million and $30 million in 2023. So the rest of it is the core pharma business.
Unidentified Analyst
Great. And then in terms of the strategic review of account along with the reduction in fourth, would you consider these actions a result of the leadership change and therefore, sort of change in business model philosophy? And just how is that general search and transition going?
Aaron L. Tachibana - Interim CEO & CFO
Well, in terms of the strategic review of these accounts and what we needed to go, again, we had to say no to good ideas. And we're in a situation now where we do have to extend our cash runway, primarily because we see that we have the best and the most sensitive MRD test in the industry.
And we -- in order for us to be able to get it through reimbursement and commercialize, we need time, right? And so from that perspective, we had to go and look at areas where we were maybe not as profitable as we needed to be and go in and do some pruning in streamlining in that regard.
Chris, do you have anything to add in that regard in terms of some of the fund...
Chris Hall
I mean I just -- yes, I would just say we step back and we said when we built the milestones that we needed to achieve around publishing data that was pivotal that an MRD assay that was ultrasensitive could change the paradigm for breast among cancer patients and IOtherapy monitoring.
We realize that 2024 would be a big year of publishing data 24 and into 25 and stitching together reimbursement decisions on clinical adoption, and we really felt like we needed to focus on making that happen. And so we've masked the company's resources on doing that because we think there are 2 big opportunities that personnel's one is changing the paradigm of cancer managed with an ultrasensitive MRD assay that has the kind of performance that we have. And we think we are uniquely suited to do that and to win the space.
And secondly, we think we have a really unique opportunity to be in the forefront of the adoption of a brand-new therapeutic vector and cancer with these personalized cancer vaccines, and we've been a partner to many of the companies in this space, and clearly, we've announced the Moderna relationship, but you develop a personalized cancer vaccine with -- starting with the personalized information that our platform can uniquely provide.
And so those 2 key vectors powering that industry and being a part of that is that comes together and transforms the way cancer is managed and secondly, being able to provide the data all the way from the biopsy to through the patient's life and being able to define that, especially in these key indications that are massive and the patients are -- clinicians are often flying in the dark, we really decided as a company to focus in on making that happen and amassing our resources and execution here.
And so that's what we're focused on, and we step back from any customer relationships that weren't profitable and that weren't driving us towards that core mission of being able to drive and participate in these key industries that are coming together and be at the centerpiece 7, which we think is really going to be profitable over time.
Is that fair? Follows makes sense.
Operator
Our next question will come from the line of Vivien Bias with BITG...
Vivien Bias
Sorry, I've been jumping around on calls here, so I apologize if this has already been covered. But I believe you've previously indicated that you might plan to commercialize any test via partnerships and instead for a sales force with a smaller footprint. So could you just elaborate on those partnership conversations on that front as well as the expected size of your sales force?
Aaron L. Tachibana - Interim CEO & CFO
Chris, did you want to...
Chris Hall
Yes, I'll take it. So I mean we -- as part of the strategic -- the strategic resetting of the company, we said where can our MRD assay really shine. And we thought IO therapy where you really need the discrimination of what we can do can really inform the decision for a patient and for a clinician in a unique way. And we know that in breast cancer, it's very low tumor content and often other less-sensitive approaches have a hard time with needed resolution to see that and that ultrasound, et cetera, has always struggled.
So we thought that there was an opportunity there to make it make a real difference in how breast cancer patients are managed and along the way. And thirdly, with lung cancer, especially early lung cancer patients. And so we've decided to focus in on develop the evidence, develop the sales channel in those indications, and we will staff appropriately to win those spaces. That's the way we're approaching it. And the way to go about doing that is to build incrementally as you get coverage and as you get adoption, and that's the way we'll proceed.
And then thirdly, rather than trying to build evidence across every single oncology application at once, we've decided to focus on those 3, and we've begun some discussions about partnering other indications that we think we could use our test and leverage another company's field force. And so far, we've had some of those good discussions that have gone well. I think that will be a journey, and we're -- we'll be updating you as we go along. But so far, that's been positively received.
There are several companies in the space that have verticals in different cancer indications may not make sense for them to develop an ultrasensitive MRD assay, and it may not make sense -- it certainly doesn't make sense for us. We see it to build that sales channel in every one of those.
So if we could combine and use our test in those indications. And with those sales channels, we can go at the market in a unique way, but on a path to go at the entire up to $30 billion market. And so that's the way we've approached the strategy, focus on where we can shine and partner the rest.
Vivien Bias
Perfect. Chris. So I think you've also previously talked about a steady cadence of data readouts at AACR, ASCO, ESMO coming up. So if you could just give us a flavor for what we should be expecting here? And any plans for head-to-head studies with other MRD technologies?
Chris Hall
Yes. Rich probably can jump in and do that... Yes.
Richard Chen - Senior VP of R&D and Chief Medical Officer
Yes. Thank you for your question. We have a really strong pipeline of next personal studies that are happening right now with some of the leading cancer centers. And I can say that the initial data we see really supports very strongly what we've been saying about the next person's high sensitivity as potential for impact for the patient, in particular, being able to detect cancer earlier, also see levels of residual cancer at a low -- much lower level than what's been reported by other technologies. And we continue to expect to share begin sharing this data at AACR and ASCO in mid-2023 and then other conferences later this year.
Aaron L. Tachibana - Interim CEO & CFO
Hello? Are there other questions?
Caroline V. Corner - MD
Operator can you queue the final question please?
Operator
Our next question comes from Arthur -- he with H.C. Wahi…
Unidentified Analyst
This is Arthur on for RK. I have 2 questions, both on the diagnostic side of the business. So one is regarding your MRD diagnostic test, what are other things you guys need to finish before you can launch the product?
Aaron L. Tachibana - Interim CEO & CFO
Rich, do you want to go ahead and take that?
Chris Hall
Yes. You can jump into it.
Richard Chen - Senior VP of R&D and Chief Medical Officer
Yes. So we're getting very close to the launch of that product. As we mentioned, we're going to be launching that in the second half of this year. And it's what you would typically do for launching a clinical diagnostic products.
A lot of the base technology has already been developed. So it's mainly doing the validation of the platform with extended set of samples that with the intended use. And so there's -- it's very kind of a very well laid out kind of prescriptive process, and we expect to -- we're on track for the launch later this year.
Unidentified Analyst
Sounds great. And so regarding the NeXT Dx reimbursement, sorry if I missed, could you give us an update for the status for reimbursement decision?
Aaron L. Tachibana - Interim CEO & CFO
Chris, did you want to go into?
Chris Hall
Yes, we've said that we've been -- we're committed to getting the test reimbursed this year.
Unidentified Analyst
Okay.
Chris Hall
Being together and building that -- building the submission to MolDx and making sure all the data is concorde and driving that forward and we're optimistic that that's -- that, that will happen, and we feel like we're more on pace.
Unidentified Analyst
So it's more like a first half or back of the year?
Chris Hall
Yes. I think we said by the -- by Q3 and as we walk through the guidance.
Unidentified Analyst
Certainly...
Chris Hall
In the middle -- by the middle-ish part of the year.
Operator
Thank you for your participation in today's conference call. This does conclude the program. You may now disconnect.