Santa Monica's Quantgene Uses Big Data to Solve the Cancer Riddle

Rachel Uranga

Rachel Uranga is dot.LA's Managing Editor, News. She is a former Mexico-based market correspondent at Reuters and has worked for several Southern California news outlets, including the Los Angeles Business Journal and the Los Angeles Daily News. She has covered everything from IPOs to immigration. Uranga is a graduate of the Columbia School of Journalism and California State University Northridge. A Los Angeles native, she lives with her husband, son and their felines.

quantgene

Jo Bhakdi thinks he can extend life with data.

Over the past years, the trained economist and co-founder of Quantgene has helped create a blood test that screens for early signs of some of the deadliest cancers, using millions of culled data points.

"We have a bigger vision behind this," Bhakdi said. "It's what I call decades in a decade — to extend the average human lifespan by ten years in the next ten years."


Quantgene has been developing so-called "liquid test" that can pinpoint the origin of multiple types of cancer by identifying their cellular mutations using artificial intelligence analytics and big data.

The project began five years ago at a U.C. Berkeley lab. Bhakdi partnered with co-founder Monika Hagen to create a system that would screen cancer using algorithms.

Late this year, Bhakdi and Hagen expect to roll out an early cancer screening subscription plan to consumers for an annual cost of around $2,200, pending regulatory approval. And they specifically came to Los Angeles, an image-conscious city that's embraced the idea of wellness, to launch it.

Blood tests are not a new technology for cancer screening, but Quantgene and others are trying to create a more precise tool to identify cancer in its earliest stages by finding mutation patterns that point to the disease. And in the process lower cancer death rates in the U.S.. This year, an estimated 600,000 people will die of the disease. Another 1.6 million will get the grim diagnosis. It's the second biggest killer of Americans year in and year out.

Most blood tests are currently used when doctors already know where the cancer exists, mostly in order to track its progression.

Quantgene founders Jo Bhakdi and Monika Hagen

The new tests examine fragments of DNA that break loose in the bloodstream. Quantgene looks at the different mutations of these cells to identify patterns that signal early forms of cancer or other diseases. The company plans to sell the system as part of a line of tiered-price testing called "Serenity" that includes genetic counseling and profiles.

Quantgene is branding the complex sequencing and AI process that analyzes these mutations the "Griffin Deep Genomics Platform." The company has raised more than $13 million, and expects to raise a Series B round this fall. Bhakdi believes it could upend how people test for cancer. But it has competition.

Amazon-backed, Menlo Park-based Grail Inc. has raised nearly $2 billion. In March, the Silicon Valley company released a report that said it could detect 50 types of cancer across all stages, with a false-positive rate below 1%. The company said it can find its location with 93% accuracy. But finding early-stage cancer — the type that actually save lives — has proven elusive.

Of the 12 deadly cancer types that make up 63% of deaths in the U.S., Grail reported a detection rate of 67% for stages one to three. The company's test is expected to be available within 12 months. A spokeswoman said in an email, it's "too early to comment on cost, however, our principal goal is to ensure broad access to our test, and we hope to make this ground breaking technology available to as many people as possible." Investors include Bill Gates, Bristol-Myers Squibb and Merck.

"The problem with a lot of these liquid biopsy technologies right now — Grail and others — is that they are not really good at detecting cancers at the earliest stages. Because there just isn't that much tumor material in the blood," said Timothy Rebbeck, director of the Zhu Family Center for Global Cancer Prevention at Harvard. "So, it's not to say that it couldn't be done. It's just the right now the technology is not refined enough to do it that really well."

Getting to Cancer Screening at Earlier Stages

For the last few decades, physicians have screened individual organs for signs of cancer, trying to suss out whether a patient has a cancerous growth on the pancreas or breast or lung. These early screenings, coupled with advances in cancer treatments, have been credited with a decline in U.S. deaths related to cancer.

"The median point of diagnosis in these 1.6 million is between stage three and stage four.

If you can shift that point of stage two and one, you would be saving 400,000 people a year," Bhakdi said. "That's crazy if you think about that."

Bhakdi, who comes from a family of scientists and doctors, began the search less than a month before his own mother was diagnosed with stage four colon cancer.

At the time, a family member asked his help in solving a genomic question about whether one could determine if a random, isolated cell was cancer. The answer is very difficult to get. It lays in sequencing the cell's DNA and then comparing it to thousands of others. That ability to compare cells with a massive data trove is now at the heart of their company.

A flow cell used for deep-sequencing produces 6 billion data points per patient sample.Courtesy Quantgene

Bhakdi believes it would have saved his mother.

"If you are diagnosed with colon cancer at stage one, you have a 94% survival rate," he said. "In stage four, you have an 11% survival rate."

Sidestepping Insurers in Santa Monica

One of the best ways to bring down deaths is to diagnose cancer early, said Rebbeck. But even when these technologies are developed for widespread use they could exacerbate disparities for the poor, underserved and uninsured. That's because there remains systemic hurdles of access and cost.

Bhakdi said he understands those concerns. He had hoped originally to work with insurers to get the product out, but they required long-term economic studies to prove they would lower costs. Unable to produce that quickly, Quantgene moved to Santa Monica last year.

"We asked the question, 'What region has the most innovation-driven and future-oriented consumers and physicians and health care experts that are most likely to adopt new technologies?'," he said. "And what we found was very clear, very clear: Los Angeles."

In short, people in Los Angeles pay well to be healthy and beautiful. He pointed to companies that thrive in the metropolis like Next Health, a self-described longevity center that offers cryotherapy, or Remedy Place, a social wellness club.

"There's a big population here, a lot of whom are focused on health and wellness and are willing to spend the money," said David Whelan, chief executive of BioScienceLA, "The Goop effect sort of worked here. This is the place to be able to get a lot of customers very quickly when you're charging a high price point for customized service."

Beyond that, Bhakdi said there's also an extreme level of excellence in clinical infrastructure from medical institutions at UCLA, USC, City of Hope and Cedars-Sinai.

The move, he said, will hopefully allow Quantgene to demonstrate the product's value and convince insurers to offer it, eventually getting it into more people's hands. At the same time, the cost should draw down.

By 2024, the marketplace for personalized medicine and testing is expected to hit $85 billion, according to Pitchbook.

How does it work?

The company uses what's called cell-free DNA in the bloodstream to look for somatic mutations, those that are unrelated to hereditary factors and indicate a cancer growth.

"It's not a black and white thing," Bhakdi said.

It's more like matching different cancer profiles via machine learning. Using algorithms, the company traces the mutation patterns and compares those patterns to others who have the disease. By comparing the patient's mutation pattern along with their profile, Quantgene determines whether a specific cancer is maturing and tries to spot it.

"What the report does is not tell you whether you have cancer or not. That would be irresponsible," Bhakdi said. "It looks into the mutation pattern of the DNA that is in your gut — which means all the DNA that comes from, say, the diet in your body — and it takes these patterns and gives you a very high-resolution insight into how this compares with people with... all other kinds of medical conditions, including the ten leading cancers."

In 2016, Quantgene launched a clinical trial that will help them determine the sensitivity and specificity of the tests. Their goal is to have 10,000 patient blood samples. So far the company has about 5,000.

quantgene Quantgene has developed a custom assay for DNA extractionCourtesy of Quantgene

But those working with the company think once it comes to market, it could be a game changer, helping physicians figure out how to deal with early signs of cancer.

"A lot of the companies working in molecular diagnostics don't have a good approach to telling physicians what to do and helping out with decision making. Quantgene has come to understand that that aspect of integrating clinical information and then providing guidance on what to do based on probabilities is helpful and necessary," said Jorge Nieva, an advisor to the company and an oncologist and associate professor at the University of Southern California Keck School of Medicine. "It has the real potential to revolutionize the field of cancer screening because our approach to cancer screening up to this point has really been organ-based."

What distinguishes the company, he said, is they are largely driven by math instead of biology.

"With the large database that Quantgene has built of some 40,000 tumors across 15 different cancers types, you can begin to build those patterns so that you can map those genetic abnormalities back to the anatomy," Nieva said.

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Who Gave the AI Access?

🔦 Spotlight

Happy Friday, Los Angeles.

The newest employee in the office does not need a desk, a salary or a coffee order. But it may have access to your company’s emails, financial records, customer data and software systems.

That raises a fairly important question: Who decides what an AI agent is allowed to do?

El Segundo-based cybersecurity company Saviynt is building its next chapter around the answer.

Carrick Capital Partners announced this week that it closed a $600M continuation vehicle for Saviynt, including a new $255M investment in the company. The transaction allowed Carrick’s existing investors to either take liquidity or remain invested, while also providing liquidity to Saviynt employees through a tender offer.

Continuation vehicles are not exactly known for making gripping Friday reading. The company behind this one is considerably more interesting.

Saviynt develops identity security software that helps businesses determine who can access their applications, data and infrastructure. Increasingly, however, “who” does not refer exclusively to a person.

Companies are deploying AI agents that can retrieve information, write code, communicate with customers and complete multistep tasks with limited supervision. These digital workers need access to company systems to be useful, but every new permission also creates another opportunity for sensitive information to be exposed or an unintended action to be taken.

In other words, AI agents may be tireless employees. They are not necessarily trustworthy ones.

Saviynt is addressing that problem through Zuma, its platform for discovering, securing and governing AI agents, large language models and other nonhuman identities alongside a company’s human workforce. The goal is to give businesses one place to determine what every identity can access, whether it belongs to an employee, a contractor, a software application or an autonomous agent operating at machine speed.

The opportunity appears to be growing quickly. Saviynt has surpassed $300M in annual recurring revenue, up from approximately $10M when Carrick first invested. The company says bookings have increased by more than 80% this year while customer retention remains at 96%.

The new investment was completed as part of the final close of Saviynt’s previously announced $700M Series B, which valued the company at approximately $3B. Carrick’s continuation vehicle was led by Coller Capital and co-led by HSBC Asset Management, giving the investment firm more time and capital to remain behind one of its strongest-performing companies.

For Saviynt, the funding will support further development of its identity platform, deeper integrations with major cloud and software providers and its push to become a central security layer for the agentic workplace.

That ambition reflects a broader change taking place inside companies. The first wave of enterprise AI focused largely on what the technology could generate. The next phase is about what it can actually do, and whether businesses can maintain control once AI moves from answering questions to taking action.

Saviynt is betting that identity will become the gatekeeper.

AI agents are gaining access to the digital workplace, whether corporate security teams are ready for them or not.

Someone still has to hold the keys.

More from this week’s LA startup and venture scene below.

🤝 Venture Deals

    LA Venture Funds

    • Fulcrum Ventures participated in Critical Materials Group’s $10.3M seed round, led by Overmatch Ventures and joined by Victory Six Advisors. The Austin-based defense manufacturer will use the funding to develop and commission modular, automation-ready production systems designed to expand domestic manufacturing capacity for munitions and advanced energetic materials. - learn more
    • Fusion VC participated in Newlight’s $9M seed round alongside lomarlabs, BIRD Energy, Undeterred Capital and CiRi Ventures. The San Francisco-based maritime technology company recently demonstrated its hydrogen-hybrid retrofit on an 8,500-nautical-mile commercial voyage, reducing fuel consumption by 24% and carbon dioxide emissions by 28%. - learn more
    • Rebel Fund participated in Metal’s $4.5M seed round alongside a16z, Y Combinator, Gaingels, Indus Valley Capital, Phaze Ventures and Pioneer Fund. Metal will use the funding to build an AI-native operating system that helps founders identify relevant investors, manage outreach and automate other parts of the venture fundraising process. - learn more
    • UP.Partners participated in Reframe Systems’ $40M funding round, led by Energy Impact Partners and joined by Counterpart Ventures, E12 Ventures, Global Brain, Thin Line Capital and LACI Impact Fund. The homebuilding startup will use the capital to expand its network of robotics-powered microfactories, which it says can construct homes three times faster and at 35% lower cost than traditional methods. - learn more
    • Clocktower Technology Ventures participated in Sharpi’s $4M seed round, co-led by NXTP and ONEVC and joined by MAYA Capital. The Brazilian startup will use the funding to expand its team and develop autonomous AI agents that connect WhatsApp conversations with enterprise systems to automate B2B sales tasks such as order processing, customer follow-ups and demand generation. - learn more

    LA Exits

    • Extensiv, a California-based provider of warehouse management and fulfillment software, has been acquired by Descartes Systems Group for approximately $120M in cash. The acquisition adds Extensiv’s AI-enabled inventory, order, billing and omnichannel fulfillment tools to Descartes’ logistics network, strengthening its offerings for third-party logistics providers and ecommerce brands. - learn more
    • DocSolutionUSA has been acquired by Stewart Information Services alongside ProTitleUSA, adding mortgage document generation and automation capabilities to Stewart’s title services platform. The companies provide title, document and due diligence services for mortgage servicers, investors and capital markets clients; financial terms were not disclosed. - learn more
    • Fysh Foods, the Los Angeles-based plant-based seafood brand founded by creator and entrepreneur Zoya Biglary, has been acquired by City Roots Hospitality in an all-cash deal with undisclosed terms. City Roots plans to introduce Fysh Foods’ raw fish alternatives across its New York City restaurants and potentially expand the brand beyond the city as its restaurant portfolio grows - learn more

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      An LA AI Company Just Won Entertainment’s Backing

      🔦 Spotlight

      Hello LA.

      The entertainment industry has spent the past several years debating what generative AI could take from creators.

      This week, some of its biggest companies put money behind an AI startup promising to build something for them instead.

      Los Angeles-based Stability AI raised $76M in Series B funding from an investor group that includes Electronic Arts, Sony Music Group, Universal Music Group and Warner Music Group. AMD Ventures and Pacific Alliance Ventures also joined the round, while LA-based MANTIS Capital and Sound Ventures are among the company’s existing backers.

      The financing brings Stability AI’s total funding under CEO Prem Akkaraju to $232M, including two equity rounds and convertible notes. The company plans to use the new capital to expand its creative production tools, applied research and professional services across music, gaming and entertainment.

      The amount is notable. The names attached to it are the bigger story.

      Generative AI’s arrival in entertainment has been anything but quiet. Artists have questioned whether their work was used to train models without permission. Studios have faced pressure over how the technology could affect jobs. Record labels have pursued AI companies in court while simultaneously exploring how the same technology might fit into their businesses.

      Now, several of the world’s largest entertainment companies are investing directly in one.

      That does not mean the industry has resolved its concerns about AI. It means some of its biggest players would rather help shape the technology than wait to see what it becomes.

      Stability AI is positioning itself for that opening. Rather than focusing solely on general-purpose models, the company is building tools specifically for professional creatives. Its recently launched Stable Audio 3.0 was trained on fully licensed music and lets artists generate, edit and arrange audio through a web platform or directly inside digital audio workstations.

      Image Source: Stability AI

      That licensed-data approach is central to the pitch. The next phase of creative AI will not be decided only by which company produces the most impressive model. It will also depend on which companies can earn the trust of the artists, studios and rights holders whose work gives those models value.

      For its new strategic investors, the round offers more than financial upside. It creates a closer view into how generative AI may change production, a voice in how the tools develop and an opportunity to establish rules before those rules are established for them.

      For Stability AI, the backing provides something equally important: credibility inside industries that have every reason to scrutinize what it is building.

      The company now has capital and access to some of the largest catalogs, franchises and creative workforces in entertainment. What it does with that access will determine whether this becomes a meaningful alliance or simply an impressive collection of logos.

      Either way, the industry is no longer watching from a safe distance.

      It has entered the room.

      LA’s Air-Taxi Plans Are Coming Downtown

      While Stability AI is trying to change how entertainment gets made, Archer Aviation wants to change how people get to it.

      AEG and Archer announced plans to develop downtown Los Angeles’ first vertiport at L.A. LIVE, creating a potential new stop in Archer’s proposed electric air-taxi network ahead of the 2028 Olympic and Paralympic Games.

      Image Source: Archer

      The planned site would sit beside Crypto.com Arena and allow passengers to travel to and from the entertainment district aboard Archer’s Midnight aircraft. The company says its network could turn drives that take an hour or longer into electric flights lasting approximately 10 to 20 minutes.

      Archer has already identified SoFi Stadium, USC and Hollywood Burbank Airport as possible locations, with its recently acquired Hawthorne Airport expected to serve as the network’s central operating hub. As the official air-taxi provider of LA28 and Team USA, Archer has an unusually visible deadline for turning those plans into something tangible.

      AEG and Archer have completed an initial feasibility study of the L.A. LIVE site, including reviews of land use, airspace, power availability and community impact. The next phase will examine operations and the passenger experience.

      There is still a substantial distance between a proposed vertiport and a functioning air-taxi network. The infrastructure must be built, regulatory approvals must be secured and passengers must be persuaded that flying across the city is safer and more practical than staying on the ground.

      Still, few locations could make that future feel more real than L.A. LIVE. Millions of people already pass through the district for concerts, games and major events. Placing a vertiport there would bring urban air mobility out of the concept stage and directly into public view.

      Together, this week’s announcements show Los Angeles becoming a testing ground for two technologies still moving from promise toward everyday use.

      One could reshape how entertainment is created. The other could reshape how Angelenos reach it.

      In a city famous for both its creative industries and its traffic, that feels appropriately on brand.

      More from this week’s LA startup and venture scene below.

      🤝 Venture Deals

        LA Companies

        • Atorie raised a $9.5M seed round from investors including a16z speedrun, Night Capital and Lightspeed Venture Partners’ Jeremy Liew. The AI-powered fashion startup connects consumers directly with luxury manufacturers to offer high-quality goods without traditional designer markups, and will use the funding to expand logistics, production and its AI shopping tools. - learn more
        • Long Beach-based Maglut Heavy Industries emerged from stealth with $3.1M in pre-seed funding from Wave Function, Nova Threshold and Julian Capital. The startup is developing a chromatography-based system to process and refine rare earth elements domestically, with pilot tests producing materials at more than 99.9% purity. - learn more

        LA Venture Funds
        • MANTIS Venture Capital participated in Voya Energy’s $35M Series A, led by Energy Impact Partners and joined by John Doerr, StepStone, Founders Fund, Overmatch and Seven Stars. The Hayward-based startup will use the funding to commercialize its aluminum-fueled generators, which provide clean, off-grid power for data centers and other energy-intensive operations without combustion or local air emissions. - learn more
        • Regeneration.VC participated in eComID’s $17M seed round, led by Systemiq Capital and joined by Course Corrected, Stadium and returning investor CapitalT. The Stockholm-based startup will use the funding to expand internationally and scale its AI-powered Shopping Passport, which helps retailers personalize sizing and product discovery while reducing returns. - learn more
        • Clocktower Technology Ventures participated in Helcim’s $53M Series C, led by BDC Capital’s Growth Venture Fund and joined by new investors Curql Collective and LA-based Gold House Ventures. The Calgary payments company will use the funding to expand its platform, develop additional financial services and serve more small and midsize businesses across North America. - learn more

        LA Exits

        • Altruist agreed to be acquired by Vanguard, giving the Los Angeles-based wealth technology and custody platform greater resources to expand its tools for independent financial advisors. Altruist will continue operating as a standalone business under its existing leadership and brand after the deal closes, which is expected later this year pending regulatory approval; financial terms were not disclosed. - learn more
        • Personality AI has been acquired by WildBrain for approximately $11M in cash and 1M WildBrain shares upfront, with additional payments tied to future performance. The startup develops kid-safe conversational AI experiences for entertainment characters, including “Hey Peppa Pig,” and will help WildBrain expand its franchises into interactive products across toys, apps and digital platforms. - learn more

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          This Torrance Startup Just Raised $1B to Mass-Produce Hypersonic Missiles

          🔦 Spotlight

          Happy Friday, Los Angeles.

          Castelion has spent the past four years trying to prove that hypersonic missiles do not need to take decades to develop or cost so much that the military can only afford a limited supply.

          Now comes the harder part: producing them at scale.

          The Torrance-based defense startup raised a $1B Series C at a $13B valuation. The financing includes $800M in equity and a $250M revolving credit facility, making it one of the largest recent raises for an LA defense technology company.

          JPMorganChase’s Strategic Investment Group, Andreessen Horowitz and Carlyle co-led the round. Lightspeed Venture Partners, Lavrock Ventures, Altimeter, General Catalyst, T. Rowe Price and LA-based Interlagos Capital also participated.

          Castelion will use the capital to ramp production of Blackbeard, its low-cost hypersonic strike missile, while developing a longer-range precision weapon and new defensive systems. Hundreds of millions of dollars will go toward expanding manufacturing at Project Ranger, the company’s 1,000-acre production campus in New Mexico.

          Image Source: Castelion

          Blackbeard was designed in California, will be built in New Mexico and is expected to enter service in 2027. Castelion says it has already secured more than $500M in U.S. military contracts over the past 18 months and moved the missile from a clean-sheet concept to an official program in fewer than four years.

          That timeline is central to Castelion’s pitch. Traditional defense programs are often associated with long development cycles, limited production runs and eye-watering costs. Castelion is applying the rapid testing and vertically integrated manufacturing approach popularized by commercial space companies to weapons production.

          But a $13B valuation changes the standard. Castelion is no longer being judged as a promising startup with an impressive prototype. It is being funded like a company expected to become a major part of the American defense industrial base.

          The question is no longer whether a startup can build a hypersonic missile. It is whether one can manufacture thousands of them without losing the speed, discipline and cost advantages that made it disruptive in the first place.

          For LA’s defense ecosystem, that shift matters. The region has become home to a growing number of companies promising to modernize how America builds critical hardware. Castelion now has the capital, contracts and facilities to show what happens when that promise reaches the factory floor.

          The next test will not be in a pitch deck. It will be in production.

          More from this week’s LA startup and venture scene below.

          🤝 Venture Deals

            LA Companies

            • Long Beach based Ampaire raised a $19M Series B led by DiamondStream Partners, with strategic participation from Alaska Star Ventures and IAGi Ventures, bringing its total funding to $68M. The hybrid-electric aviation company will use the capital to expand flight operations, produce additional Eco Caravan aircraft, advance regulatory certification and scale its manufacturing capabilities. - learn more

            LA Venture Funds
            • SUM Ventures participated in AssistMe’s €6.5M funding round, which was led by CRB Health Tech and Vorwerk Ventures and included several returning investors. The German care technology company will use the capital to expand across Europe, prepare for a U.S. launch and further develop alea, its digital platform for supporting caregivers and improving nursing-home operations. - learn more
            • CIV led Hypercubic’s $5.3M seed round, with participation from Y Combinator, Afore Capital, Pioneer Fund, Multimodal Ventures and several angel investors. The San Francisco startup will use the capital to develop AI agents that can analyze, document and rewrite decades-old COBOL systems, helping enterprises modernize critical mainframe software faster and with less risk. - learn more
            • Plus Capital participated in Wispr Flow’s $280M Series B, led by Menlo Ventures and joined by existing and new investors, valuing the AI voice company at $2B. The funding brings Wispr’s total capital raised to $361M and will support its expansion beyond dictation into meeting tools and proprietary speech technology, including its new Canto model. - learn more
            • Alexandria Venture Investments participated in Leal Therapeutics’ $30M Series A extension alongside new investor Eli Lilly and returning backers including OrbiMed, Newpath Partners and SV Health Investors’ Dementia Discovery Fund. The biotech company will use the funding to advance clinical trials of LTX-001 for schizophrenia and LTX-002 for ALS, with initial schizophrenia trial data expected by year-end. - learn more
            • BroadLight Capital participated in Higgsfield’s $400M Series B, led by DST Global and joined by investors including Goldman Sachs Alternatives, Smash Capital, Fifth Wall and Intel Capital. The AI video and image platform, now valued at $5.4B with $700M in annualized revenue, will use the funding for R&D, global infrastructure, AI hiring and international expansion. - learn more

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