Bionano Genomics, Inc (BNGO) Q3 2021 Earnings Call Transcript

Bionano Genomics, Inc (BNGO -4.19%)
Q3 2021 Earnings Call
Nov 04, 2021, 4:30 p.m. ET

Contents:

• Prepared Remarks
• Questions and Answers
• Call Participants

Prepared Remarks:

Operator

Good day, and welcome to the Bionano Genomics third quarter 2021 earnings conference call. Today's conference is being recorded. At this time, I'd like to turn the conference over to Amy Conrad from investor relations. Please go ahead.

Amy Conrad -- Investor Relations

Thank you, Michelle, and good afternoon, everyone. Welcome to the Bionano Genomics third quarter 2021 financial results conference call. Leading the call today is Dr. Erik Holmlin, CEO of Bionano.

He is joined by Chris Stewart, CFO of Bionano; and Rich Shippy, CBO of Bionano. After market closed today, Bionano issued a press release announcing its financial results for the third quarter of 2021. A copy of the release can be found on the Investor Relations page of the company's website. I would like to remind everyone that certain statements made during this conference call may be forward-looking, including statements about Bionano's strategic and commercialization plans, sales pipeline, anticipated benefits, or improvements to the Saphyr system, anticipated milestones for 2021, and the advantages of the Saphyr system over current technologies, the anticipated benefits of the acquisition of BioDiscovery, our expectations regarding timing and content of study results, and anticipated benefits of these studies in driving adoption of the Saphyr system.

Such forward-looking statements are based upon current expectations, and there can be no assurances that the results contemplated in these statements will be realized. Actual results may differ materially from such statements due to a number of factors and risks, some of which are identified in Bionano's press release and Bionano's reports filed with the SEC. These forward-looking statements are based on information available to Bionano today, and the company assumes no obligation to update statements as circumstances change. An audio recording and webcast replay for today's conference call will also be available online in the Investors section of the company's website.

With that, I will turn the call over to Erik. 

Erik Holmlin -- Chief Executive Officer

Thank you, Amy, and good afternoon, everyone. We're happy to be here with you today to recap what turned out to be a very busy and productive third quarter. We believe the momentum that is being driven here is tremendous as we head into this last quarter of 2021. To start off today's call, I want to have Rich Shippy review with you our recent acquisition of BioDiscovery.

This was an important strategic transaction and allows us to accelerate the integration of optical genome mapping, or OGM, and next-generation sequencing data with our optical genome mapping workflow. The addition of BioDiscovery is expected to advance our capabilities as a genomics data solutions provider by adding what is really a best-in-class analysis, interpretation, and visualization platform for reporting genomics data. As a result of the acquisition, we believe we become the first and only company to provide truly comprehensive genome analysis solutions that utilize optical genome mapping with our Saphyr system and the industry-leading platform-agnostic software from BioDiscovery, which transforms Bionano from being the structural variation company into a broad genomics data solutions provider and really opens up new opportunities for us. And so now I'll turn the call over to Rich, our chief business officer, to review the BioDiscovery transaction.

Rich? 

Rich Shippy -- Chief Business Officer

Thanks, Erik, and good afternoon, everyone. With the acquisition of BioDiscovery, we are now able to accelerate our efforts to make OGM ubiquitous. By simplifying the assessment of clinically relevant variants in cytogenomics applications, reducing interpretation time per sample, and expanding our reach into the discovery and translational research markets where the combination of next-generation sequencing and OGM can reveal more answers in genetic disease and cancer. And the key to making these big ideas successful stem from software, in particular the right software, acting as a critical interface to solve complex cytogenetics workflow problems.

We plan to utilize BioDiscovery's software to integrate OGM with NGS and microarray data for broader applications, which we believe will accelerate the adoption of our Saphyr product. We expect the true beneficiaries to be the researchers and clinicians who should see improvements in their ability to get the answers they need in a seamless and reliable manner. In terms of the integration of the BioDiscovery business into Bionano, we are making great progress and officially closed the transaction. We expect the launch of a commercially available version of NxClinical software that users can visualize, interpret, annotate and report all classes of structural variants, including absence of heterozygosity.

The initial integration with our Saphyr platform is planned to launch in 2022. The full integration will be designed to support the evaluation of additional data types and potentially incorporate gene expression and methylation data, which we're really excited about. Now I'll turn the call back over to Erik to review the Q3 numbers. Erik? 

Erik Holmlin -- Chief Executive Officer

Thanks, Rich. In the third quarter of 2021, we've continued to perform very well. And in fact, we recorded the best overall quarter ever in the history of the company. And so we're obviously very excited about that, and we think it's due to not only the amazing capabilities that we have with optical genome mapping and the amazing product, but the incredible effort that all of our teams have put into pushing us forward.

So total revenue for the quarter was $4.7 million, which is up 112% versus the same period in 2020. We had great performance in many areas of execution, including seeing customers develop laboratory-developed tests based on optical genome mapping and obtaining accreditation for Saphyr-based laboratory-developed tests, as well as expanding our menu to include protocols for isolation of ultra-high molecular weight DNA from prenatal samples, such as amniocytes and CVS. And this allows us to apply optical genome mapping and our users to various applications in prenatal analysis. Now we've continued to build out the commercial team, and I want to welcome these folks to Bionano, and we're very excited to have them onboard because what we're doing is preparing to scale commercially.

And I want to welcome onboard Amanda Lettmann, who is the vice president of global customer experience; Amanda Hernandez, who is the vice president of global sales training and development; Justin Leighton, who is VP and general manager of the lineagen business; Bob Hertsenberg, who is our North American sales director; and then announced just today, Stephanie Hoyle, who is our vice president of global corporate marketing; and Alex Helm, who is our vice president of strategic product marketing. And now these people come to us from amazing companies across multiple industries. And I think them choosing to join Bionano and the path that we are on reflects not only the progress that we've made, but the incredible opportunity that we have out in front of us. And we believe they will drive additional growth for our business as we expand across many geographic locations.

And certainly, not last but not least, we want to welcome, Soheil Shams, who is the new chief informatics officer and previously was the chief executive officer of BioDiscovery. And so we're really rounding out key people across the commercial and development areas of the organization, and that's going to be key to growth going forward. I want to talk a little bit about the Saphyr installed base and utilization. We had a record quarter for Saphyr system installations and shipments.

Saphyr installations in the quarter brought the total installed base to 141 Saphyrs installed as of September 30, 2021. We shipped 24 Saphyr systems during the quarter. You can compare that to 11 systems that were shipped in the same period in 2020 and 13 systems that were shipped just last quarter. And we believe we're on track to reach our goal or even exceed the goal of 150 Saphyr systems installed worldwide by the end of 2021.

We sold 3,969 nanochannel array flow cells during the third quarter. This is the highest number of flow cells that we've sold in any quarter ever. And now please keep in mind that the flow cell is the unit consumable for one human genome. And so more flow cells that are being sold into the field leads to more utilization and more data to support the value proposition of optical genome mapping and increased awareness of its utility.

So the 3,969 million flow cells represents 122% growth over the same period third quarter of 2020. Finally, in our services lab, we analyzed 309 samples during the quarter ending September 30, 2021, and we can compare that to the same period a year ago, which was 84 samples. And so these numbers of samples that are coming in for analysis are oftentimes the projects that are happening in the field, either in connection with potentially a new Saphyr adoption, but certainly new customers coming to learn about optical genome mapping for the first time. So when we see growth in samples that are being analyzed, we know that that's going to turn into more awareness of optical genome mapping and its capability.

And so that's an exciting leading indicator. Regarding innovation, we've continued to improve optical genome mapping with Saphyr making it easier, faster, and more cost effective to operate. And so we hit a key goal for the quarter, which was to develop assays that could be used in prenatal applications that require isolation of ultra-high molecular weight DNA from amniocytes and CVS samples. These assays support both fresh cultures and cryopreserve cells.

This expands the markets that we can serve for optical genome mapping. We updated our software, and we have incredible new capabilities that have been released recently. They are going to expand capabilities of data analysis and data interpretation. And of course, we've added the BioDiscovery and NxClinical and Nexus Copy Number capabilities to our offering.

And our project to build a next-generation Saphyr is also on track and we anticipate completing the first prototype system for that platform by the end of this year. Regarding the proliferation of data that validate optical genome mapping and outlined in its incredible scope of utility, we announced the publication of the largest clinical research study to date in the -- which was published in the Journal of Molecular Diagnostics for a rare muscle disease, FSHD. In that study, 351 patients were analyzed, and we were very pleased to see the outcomes that the authors found. They've demonstrated that optical genome mapping provided data more quickly, accurately, and more reproducibly than the current gold standard method of Southern blot.

And so these findings really support the rationale for adopting optical genome mapping as an alternative to traditional methods, and also underscore the economic value of the more efficient workflow. And we believe that that's going to support labs in the future that adopt it and seek reimbursement from third-party payers. And we would also note that the applications of FSHD analysis have high interest from biotech and pharma where drugs for rare diseases are being developed, and those protocols often require analysis for FSHD. So this is an important publication and an important advancement.

We announced that NuProbe Global, which is a molecular diagnostics leader, adopted Saphyr to be integrated into their Quantitative Amplicon Sequencing and Blocker Displacement Amplification technologies for R&D efforts and an effort to improve reproductive health and liquid biopsy. And so this is an important adoption for us, and we expect that to drive new applications and utilization. We have the largest presence, to date, at the annual Cancer Genomics Consortium meeting, which was held in August of this year. It featured 10 presentations by Saphyr customers and Bionano, highlighting the benefits of optical genome mapping for clinical research applications in a variety of areas, importantly including solid tumor analysis, hematologic malignancies, products of conception, pre- and postnatal constitutional genetics and others.

The attendance of the event was significant with over 400 participants globally. And in another meeting, our customers presented 11 posters and talks at the European Society of Human Genetics, or ESHG meeting, which was held in late August. Now turning to publications. There have been 132 optical genome mapping publications year to date, which includes 30 in Q3.

In addition to the samples that our lab has processed in the quarter, those projects put data in the hands of customers that we believe will lead to publications going forward. And I would also emphasize that our Lineagen business had a good quarter for samples received across our suite of assays for pediatric neurodevelopmental disorders. And so revenues for those diagnostic services are included with all service and other revenue in our financial statements. So now I'd like to provide an update on the pivotal studies that are being led by Dr.

Alka Chaubey, our chief medical officer. Those studies are being conducted to demonstrate the utility of optical genome mapping as an alternative to traditional cytogenetic methods on a path to have them adopted as part of standard of care. So these studies span four major growth markets for us, pre- and postnatal genetic analysis, hematologic malignancies, including leukemias and lymphomas, and solid tumor analysis. Recruitment in these studies is going well.

We have important key opinion leaders as principal investigators and study sites across each endpoint. For the postnatal study, which has been the one that was the first to receive IRB approval and underway the longest, we reached a total of 500 out of 1,000 subjects enrolled and we have completed analysis of over 100 samples. And in fact, at the recent meeting of the Society of Human Genetics, ESHG, the authors of that study presented a poster describing the performance across those initial 100 samples and it was very impressive, including 100% concordance, and also identifying incrementally valuable information that can be leveraged to resolve otherwise unsolved cases. For prenatal, the IRB has been obtained and site recruitment and training are in progress, and data generation is beginning -- will begin this quarter.

For the hematologic malignancies programs, we are finalizing contracts with sites and expect IRB approval to begin by the end of the fourth quarter, and the studies to begin in the first quarter of 2022 and the fourth quarter of 2022, respectively. Over the next several years, we believe data to be generated as part of these studies will serve as a basis to support changes in guidelines set by medical societies that will ultimately recommend uses of optical genome mapping as part of the standard of care. So with that update, I would like to turn the call over to Chris Stewart, who is the chief financial officer, for an overview of our financials. Chris? 

Chris Stewart -- Chief Financial Officer

Thanks, Erik. As Erik mentioned earlier, our revenue for the third quarter of 2021 was $4.7 million, up 21% from $3.9 million in the second quarter, and up 112% from $2.2 million in the same period of 2020. The sequential increase was driven by increased demand for Saphyr optical genome mapping solutions, including increased instrument sales and greater demand for our reagent rental program and consumables. Our consumable revenue hit an all-time high of $1.8 million this quarter.

The year-over-year increase was driven by both higher product sales and by the addition of revenue from the Lineagen acquisition. Gross margins for the third quarter of 2021 was 24.8%, compared with 37.3% in the prior quarter and 33.4% in the third quarter of 2020. This decrease was primarily due to an increase in some lab-related costs at Lineagen and an increase in OGM warranty-related expense. The majority of these incremental expenses are expected to be nonrecurring.

Our average selling prices for the Saphyr system and consumables has remained fairly consistent over the course of this year, and our product gross margins were the highest they've been in five quarters. Third quarter operating expense was $21.8 million, compared to $17.9 million in the second quarter and $11 million in the third quarter of 2020. The sequential increase was primarily due to a $1.8 million increase in headcount and related expenses and a $1.5 million increase in R&D related to supply chain development costs intended to lower future production costs and support higher volumes. We added a total of 37 new hires in the quarter across all parts of the company as we position ourselves to capitalize on the momentum we see in the market.

Third quarter operating expense included $2.8 million of noncash stock-based compensation expense. At September 30, the company had cash, cash equivalents, and short-term investments of $326.1 million, compared with cash and cash equivalents of $38.4 million in December of 2020. During the third quarter, we raised $13.3 million in cash, net of offering costs from our ATM facility designed to partially fund the BioDiscovery acquisition. Like many companies, we have faced some challenges with our supply chain.

However, our operations team has responded early and proactively, and we do not expect any meaningful impact to revenue this year as a result of these supply chain challenges. Since quarter end, we successfully completed the acquisition of BioDiscovery. We're really excited about this deal and integrating the company, its employees, and technology into Bionano. We're also really pleased with the terms of the deal.

As previously disclosed, the transaction consideration was up to $100 million, consisting of approximately $50 million in cash and $40 million in shares of Bionano equity upfront, and a $10 million earn-out cash contingent on achieving certain commercial milestones for the software development. Overall, I'm pleased with the progress over the last several months, and I'm really excited about the momentum we are carrying into the end of the year. With that, I will turn the call back to Erik to discuss our milestones before we take your questions. Erik? 

Erik Holmlin -- Chief Executive Officer

Great. Thank you, Chris. We are pleased to have hit a key goal for us in the third quarter, and I've mentioned this already, but I just want to reiterate that we released really important protocols for isolating ultra-high molecular weight DNA from samples that would be typically used for prenatal analysis, and that allows us to expand the menu of capabilities of the Saphyr system and, in turn, penetrate new markets that were otherwise not open to us before. We believe this achievement brings us one step closer to our broader mission of transforming the way the world sees the genome.

And so with that, Michelle, we are ready to take questions.

Questions & Answers:

Operator

Our first question comes from the line of Jeffrey Cohen with Ladenburg Thalmann.

Destiny Buch -- Ladenburg Thalmann -- Analyst

HI. This is actually Destiny on for Jeff. How's everyone doing?

Chris Stewart -- Chief Financial Officer

Hey, Destiny. 

Erik Holmlin -- Chief Executive Officer

Hi, Destiny. We're great. How are you?

Destiny Buch -- Ladenburg Thalmann -- Analyst

I'm doing well. Thank you. I just wanted to circle back to Chris' commentary around the supply chain. Could you tell us a little bit more about that and what some of the efforts you're doing now in order to kind of prepare yourself going forward?

Chris Stewart -- Chief Financial Officer

Yeah. What I would say is there are chips in our instruments that have been facing shortages like every other company. What our supply chain did is they went out and found alternative sources for those chips and built an inventory to protect us from the possibility of delays in future shipments. So again, it -- I bring it up because everybody is asking about supply chain shortages.

What I want to say is, yes, we're just like everyone else, we're seeing them, but we've worked around them to ensure that they don't impact our ability to deliver Saphyr systems.

Destiny Buch -- Ladenburg Thalmann -- Analyst

I see. OK. Thank you for that clarity. And then turning to a different shortage.

I see you've onboarded a ton of really excellent people into your commercial and marketing team. As you build out these teams, are you also recognizing some headwinds in regards to the labor shortages?

Erik Holmlin -- Chief Executive Officer

Well, yes. I mean, so we're -- the company is getting bigger. We've added incredible executive talent, which we summarized, and we put news out about that because we're -- we think it's so important to tell everybody about it. The hiring market overall is incredibly competitive.

And so when we grow the team, we're out there competing with all sorts of other companies. And what we find is that people really recognize the differentiated story that we have here and the opportunity that's in front of us and they're energized to join. And that's what's made it possible to get folks over from companies like Illumina and Dexcom and others, PerkinElmer, and so forth. And so that's exciting for us, and it's definitely a challenge.

But I think the validation that comes with those folks joining means that we have a competitive advantage in the hiring market.

Destiny Buch -- Ladenburg Thalmann -- Analyst

Got it. OK. That's helpful. And if I could maybe just squeeze one more in here.

Could you talk to us a bit about any OUS efforts or strategies that you're considering at the moment?

Erik Holmlin -- Chief Executive Officer

Well, we are active on a global basis, and our slides speak to the fact that we see demand really ramping and increasing across the board. Certainly, in North America, we have great progress and Europe has really been leading the penetration of optical genome mapping for applications in cytogenetic analysis, especially in consolidation of existing workflows. And so we're active there. But China had a very solid third quarter, and we had other notable adoptions, such as one in Australia.

And so what we see is a pretty broad-based interest in the capability. And the pace is gated only by whatever kind of local funding is available or various environments around things like reimbursement and so forth. But the demand is universally strong around the globe. And there are other parts of the globe that we're now eyeing with great interest.

And one of them that I would mention is India. And so I would expect -- you should expect to hear us talking more about India in subsequent calls.

Destiny Buch -- Ladenburg Thalmann -- Analyst

OK. Got it. Thank you. I'll jump back in queue.

Operator

Thank you. [Operator instructions] Our next question comes from the line of Kevin DeGeeter with Oppenheimer. Please proceed with your question.

Kevin DeGeeter -- Oppenheimer and Company -- Analyst

Hey, guys. A few from us. Really nice growth on consumables. Could you speak to the distribution of growth? Are you seeing most of the consumable growth from the new research and translational side of the business or the more clinical side of the business? And I guess what I'm ultimately interested in is better understanding the behavior of some of your top customers and kind of what type of consumable pull-through kind of per install at a good customer or a highly insured customer looks like these days? And kind of is that evolving over time?

Erik Holmlin -- Chief Executive Officer

Thanks, Kevin. I appreciate the acknowledgment and we're also excited to see the progress there. And let me take a shot at addressing your question. And if there's some gaps, Chris might be able to fill them in and you just let us know.

But when you talk about the distribution across applications areas, discovery and translational versus the clinical research side, I would say that the needle, if you look at the global distribution, is definitely pointed more toward the clinical research side. And I would say it's probably 65% clinical research, 35% discovery, and translational. And then within that clinical research segment, the applications are mostly around genetic diseases. And the portion that is focused on hematologic malignancies and solid tumors is increasing.

We don't see a strong distinction there because they end up being -- meeting the 65-35, because they end up being pretty similar sites and labs. And whether you're running a steady supply of samples coming in for analysis based on an order from a physician or whether they're running samples for a clinical trial or a large research study, they all tend to be comparable in volumes. And so when we go back and we ask ourselves. OK, what's the average? The average pull-through you can calculate, right? You have the installed base, it was 141.

You have the consumables revenues, that's in the Q. And so given that you know that that's why you've asked me to tell you what's the sort of like significant pull-through representative group. And what I would say -- the way I would answer the question is that significant fraction, 65%, 70% of adoption is through the reagent rental vehicle for us. And just to remind you that that standard contract is $132,000 of overall consumables revenues, chips, reagents, and everything, on an annualized basis.

So if we think that 65-or-so percent of the systems that are going out in the last couple of quarters are representative of that pull-through, I think that that's how I would kind of start to factor toward that higher-end pull-through number. And there are sites that exceed that, right? You have sites that go beyond that and their ordering -- exceeds that. But so far, that's -- we're kind of adhering to that contracted volume, which is probably why we picked it in the first place. It's a good number and it fits the labs that are adopting the technology. 

Kevin DeGeeter -- Oppenheimer and Company -- Analyst

No, that's super helpful. And I appreciate the update on the next-generation optical genome mapping platform and the goal of having a prototype by the end of the year. What is a reasonable expectation for us in terms of when we may learn more about some of the performance profile? Is it something as early as potentially DVT next year? Or should we -- just sort of how do you frame the expectations as to when you'll be ready to communicate more broadly in some of the performance profile that hopefully will be --

Erik Holmlin -- Chief Executive Officer

Well, yeah. So no, good question and a fair question. So we're excited about the progress and -- here in the company on site, which you have visited, but we didn't let you peak in those rooms when you came through. We see the various components operating.

And so we're excited about the progress that we're making there. And we will hit that goal of putting the prototypes together this quarter, and we feel confident about that. With regard to detailed metrics, I think we're going to have to get a few more quarters behind us before we really start to zero in on them. However, we have communicated that there will be a series of step-ups in pull-through.

So if we look at a kind of control sample that we collect data on just at 30 times depth, which is not always the depth of coverage that a site may use for one application or another, but it's a good baseline for us to make comparisons with. The Saphyr system will process 96 samples in seven days. And we assume that the Saphyr system is running 24/7 during that period and so forth. But 30 times depth of coverage will give you 96 samples.

And a next-generation system will -- and that -- so that equates to about 5,000 samples per year. The next-generation system per instrument will go up to about 14,000 samples per year. So that's a little bit shy of a threefold increase in throughput overall. And you may remember that we're going to roll that system out in two steps.

So the first step would be the single instrument module, 14,000 samples per year. And then there will be a capability of clustering four of those -- up to four of those instruments together in a robotic system that will operate continuously. And so four times 14,000 is going to get those numbers up even more. And so we're kind of sticking to that as our projected performance and throughput of the system compared to Saphyr.

There's no -- we see no reason to back off of that or upsize that at all. But as you well know, we'll get a little bit better information after we have the fully assembled prototypes and get closer to beta systems, which is going to happen next year. 

Kevin DeGeeter -- Oppenheimer and Company -- Analyst

And then just lastly from us. With regard to placements, I guess, the guidance is still more than 150 at year end. You were at 141 at the end of September plus some that apparently you've shipped that aren't installed. I mean, I guess really sort of two questions.

How do we think about the kind of more than 150 as a guidance number? And then maybe on a little bit more granularity, what are you seeing in terms of the current quarter? Any disruptions at your customers related to COVID or other factors? Or do you see sort of -- and perhaps a more normalized environment to operate with regard to converting shipments into installations?

Erik Holmlin -- Chief Executive Officer

Yeah. So I mean, what I want to say to just sort of keep it safe here, so to speak, is that we're very confident in the 150. And I mean, I think that should be --

Chris Stewart -- Chief Financial Officer

With the holidays are coming up.

Erik Holmlin -- Chief Executive Officer

Yeah. I think that should be apparent, but we're very confident in the 150. We probably have enough systems shipped into the field that if we install, the ones that are waiting we would actually get above that. But -- the limitations on that and then we're going to ship additional ones this quarter.

So there's sort of backlog in the field to exceed that. But the constraints that we face are kind of twofold, right? It's people, to go out and install them and get that done, and we're adding those people over time here. But then we run into various factors always in the fourth quarter, holidays, different site closures. I'm not going to say that COVID is currently a serious impediment.

It's always something that we've got to pay attention to. But I think we've reached a normalized state there, I guess, the new normal that people have been thinking that we would get to. We're probably pretty close to that range right now. It's very different from what the world was like this time in 2019, for example.

But I don't think we feel like COVID is anything more than a potential disruptor. And if things stay the way they are now, would normalize. So we're confident about the 150. There's probably some upside there.

But let's just stick with the 150 for now.

Kevin DeGeeter -- Oppenheimer and Company -- Analyst

Thanks for taking our questions.

Erik Holmlin -- Chief Executive Officer

You're welcome.

Operator

We have reached the end of our question-and-answer session. I'd like to turn the call back over to Mr. Holmlin for any closing remarks.

Erik Holmlin -- Chief Executive Officer

Great. Thank you. So I just want to thank everybody for joining and following along. And we certainly look forward to our fourth quarter call, and that will give you -- give us a chance to update you on the progress we continue to make in these key strategic pillars, which are to grow the installed base and expand the utility of optical genome mapping, while we drive the validation of its utility and value in all of the variety of markets where optical genome mapping is seeing uptake.

And with that, I will close the call and say thank you very much.

Operator

[Operator signoff]

Duration: 44 minutes

Call participants:

Amy Conrad -- Investor Relations

Erik Holmlin -- Chief Executive Officer

Rich Shippy -- Chief Business Officer

Chris Stewart -- Chief Financial Officer

Destiny Buch -- Ladenburg Thalmann -- Analyst

Kevin DeGeeter -- Oppenheimer and Company -- Analyst

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