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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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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      Why Samsonite Just Paid $178.5M for BÉIS

      🔦 Spotlight

      Hello, Hello.

      This week, one of LA’s most recognizable consumer brands packed its biggest bag yet.

      Samsonite Group has agreed to acquire an 85% stake in BÉIS for $178.5M, valuing the Los Angeles-based travel and lifestyle brand at approximately $210M. The deal is expected to close in Q4, pending regulatory approval.

      Founded by actress and entrepreneur Shay Mitchell and incubated by LA-based Beach House Group in 2018, BÉIS has grown from a digitally native luggage startup into a profitable business that generated approximately $210M in sales last year. Along the way, it built the kind of fiercely loyal online following that legacy brands spend years and considerable marketing budgets trying to manufacture.

      Image Source: BÉIS

      That may be the most interesting part of this deal. Samsonite is not simply acquiring another luggage line. It is buying access to a younger, predominantly female customer base, a sophisticated direct-to-consumer operation and a brand that knows how to turn social media attention into actual sales. The suitcases are useful; the cultural relevance is the real carry-on.

      BÉIS will continue operating as a standalone brand under CEO Adeela Hussain Johnson and its existing management team. Mitchell will retain a 15% ownership stake and continue guiding the company’s creative and product vision, while Samsonite brings the global distribution, sourcing and logistics infrastructure needed to take the brand further.

      For LA’s startup community, the acquisition is another reminder that valuable technology companies do not always look like software companies. BÉIS built its advantage through digital distribution, community and an unusually sharp understanding of its customer. Now, one of the world’s largest luggage companies wants what it created.

      Sometimes the strongest exit starts with knowing exactly what people want to pack.

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

      🤝 Venture Deals

        LA Companies

        • Heaviside Industries raised a $60M Series B to accelerate the development and production of its autonomous precision munitions for U.S. and allied forces. The company also announced a strategic partnership with defense manufacturer Nammo, combining Heaviside’s autonomous weapons technology with Nammo’s expertise in propulsion, warheads and large-scale munitions production. - learn more
        • Alex Cooper and Matt Kaplan’s media company Unwell received its first outside investment from WTSL, giving the profitable business a $500M pre-money valuation. Unwell, which reaches a reported 70M women each month through podcasts, film and television, live events, consumer products and a creative agency, will use the capital to pursue acquisitions, make investments and expand into new business lines. - learn more
        • Neros raised a $250M Series C at a $2.5B valuation, with participation from LA-based Interlagos, MANTIS Venture Capital and Thiel Capital. The El Segundo defense startup will use the funding to scale its autonomous strike and interceptor drone programs, expand production and strengthen its domestic supply chain as demand grows from the U.S. military and allied forces. - learn more
        • FriskAI raised $3.6M from MaC Venture Capital to expand its observability and security platform for AI agents. The startup helps companies monitor what autonomous agents do in real time, giving teams greater visibility into agent behavior and helping them identify errors, risks and unexpected actions. - learn more
        • Diald raised $1M in follow-on funding led by Feedback Ventures, bringing its total funding to $4.75M. The company also launched a rebuilt conversational AI platform that lets commercial real estate investors create pro formas and evaluate zoning, permits, neighborhood sentiment and other property risks through plain-language prompts. - learn more

        LA Venture Funds
        • Alexandria Venture Investments participated in Khartis Therapeutics’ $50M Series B, led by Forge Life Science Partners, bringing the San Diego biotech’s total funding to $95M. Khartis will use the capital to advance its lead oral treatment for thyroid eye disease and expand its pipeline of small-molecule immunology drugs. - learn more
        • Finality Capital Partners co-led Entravel Group’s $7.5M funding round alongside Ethereal Ventures, with participation from GSR, Varrock, G1 Ventures, Seier Capital, Veris Ventures, Funfair Ventures and WTG Ventures. The traveltech company will use the capital to expand its white-label hotel-booking infrastructure beyond crypto platforms and develop a stablecoin-powered system for settlement, treasury and working-capital financing. - learn more
        • Regeneration.VC participated in Clarity Systems’ $4.4M seed round, led by LMnT Ventures and joined by Humba Ventures and Massive Technology Ventures. Clarity uses X-ray imaging, computer vision and AI to detect counterfeits, product swaps and other forms of returns fraud in seconds without opening the package. - learn more
        • CIV participated in AGent Energy’s $11M Series Seed round alongside existing investor Zero Infinity Partners, with Spero Ventures and MassMutual Ventures co-leading and Intrepid Investment Management also joining. The Houston startup uses AI-powered hardware and software to turn largely idle backup generators into on-demand grid capacity during emergencies, and the new funding brings its total raised to $17M. - learn more
        • Smash Capital co-led CodeRabbit’s $143M Series C alongside Atomico, valuing the AI code-review company at $1.5B. CodeRabbit will use the funding to expand internationally and develop its new Agentic Change Management platform, which helps companies review, govern and monitor software created by both humans and AI agents. - learn more
        • Multiball Capital backed Soctera’s $4M seed round alongside Anorak Ventures, with additional participation from 9Yards Capital, Mana Ventures and Red Bear Ventures. The Cornell spinout will use the funding to develop heat-efficient power amplifiers designed to improve the range, signal quality and reliability of radar, electronic warfare, satellite and telecommunications systems. - learn more
        • WndrCo participated in Genera’s $10M seed round, which was led by First Round Capital and also included BoxGroup, Carpenter Capital and Success Venture Partners. Genera will use the funding to scale its AI platform, which automates the often labor-intensive process of deploying enterprise software, including customer discovery, data migration and system configuration. - learn more
        • M13 co-led Baselayer’s $20M Series A alongside Koro Capital, bringing the fintech startup’s total funding to approximately $47M. Baselayer will use the capital to enhance its AI-powered platform, which helps banks, fintech companies and government agencies automate business verification, risk assessment and fraud monitoring. - learn more

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          Two LA Startups Raised $2.37B to Build What AI Needs

          🔦 Spotlight

          Happy Friday, LA.

          The largest checks in tech are increasingly going toward companies trying to build their way out of America’s biggest physical constraints.

          This week, two Los Angeles startups raised a combined $2.37 billion in equity to tackle two particularly urgent ones: how the country manufactures critical hardware and where it will find enough electricity to power the AI era.

          Torrance-based Hadrian is building highly automated factories for defense and aerospace. El Segundo’s Valar Atomics wants to manufacture nuclear reactors at scale. Different industries, same underlying bet: the next generation of technology will depend on our ability to produce physical infrastructure much faster than we do today.

          Hadrian raised $1.37 billion in Series D funding, bringing its valuation to $7.87 billion. The company plans to use the capital to open new factories, expand research and development, and increase its capacity to produce critical defense, aerospace and industrial systems.

          Hadrian’s pitch is straightforward, if wildly ambitious: America needs to relearn how to build things and build them quickly.

          Its factories combine skilled workers with AI, robotics and proprietary software to manufacture precision components and, increasingly, complete mission-critical systems. Its customers include defense giants such as Lockheed Martin and RTX, along with newer players like Anduril.

          The company has come a long way from simply making aerospace parts. Hadrian is positioning itself as a piece of America’s industrial infrastructure, offering manufacturers a way to rapidly scale domestic production at a time when wars abroad, strained supply chains and growing defense demands have made the country’s manufacturing gaps increasingly difficult to ignore.

          Investors are clearly buying the argument. The new round comes just over a year after Hadrian raised $260 million, suggesting that “reindustrialization” has officially graduated from venture capital buzzword to billion-dollar investment thesis.

          Meanwhile, roughly 15 miles away in El Segundo, Valar Atomics is moving even faster than its enormous ambitions suggested.

          When we last wrote about Valar, the company was reportedly raising $450 million at a $2 billion valuation and racing to prove that nuclear energy could move on AI’s timetable. Now, it has closed a $1 billion Series B led by Sequoia Capital, secured an additional $200 million credit facility and reportedly reached a $6 billion valuation.

          Valar is developing standardized, factory-built nuclear power plants designed to avoid the enormous costs and decades-long construction timelines associated with traditional nuclear projects. Its goal is not merely to build a working reactor, but to eventually manufacture fleets of them.

          That ambition also sounds considerably less theoretical than it did when we first covered the company. In June, Valar’s Ward 250 reactor achieved a self-sustaining nuclear reaction. Just one week later, the company demonstrated the reactor generating electricity to power an Nvidia Blackwell system. Valar now says the new funding will help it move from proving its technology works to producing reactors at scale.

          The timing is no coincidence. AI’s enormous appetite for electricity is forcing the tech industry to confront a basic reality: the cloud still has to plug into something. Training models and operating massive data centers will require far more reliable power, and nuclear energy is rapidly becoming one of Silicon Valley’s favorite answers.

          Hadrian and Valar may be solving different problems, but their unusually large rounds point to the same shift. AI can design, predict and automate, but it cannot manufacture a missile component or generate a megawatt of electricity on its own. That requires factories, energy systems, supply chains and a great deal of capital.

          For years, venture-backed companies competed to build the software layer. Now, some of the biggest bets are being placed on the infrastructure underneath it.

          The future may run on AI. But first, someone has to build what keeps it running.

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

          🤝 Venture Deals

            LA Companies

            • Endeavor Optical Networks emerged from stealth with $10.75M in seed funding from General Catalyst and Andreessen Horowitz to develop a satellite network that uses lasers to move data between continents. The startup plans to use the capital to build an optics lab, hire engineers and conduct ground testing ahead of a demonstration satellite launch targeted for late 2027. - learn more
            • Actualyze AI emerged from stealth with a $7M seed round backed by Storm Ventures, Canaan Partners, Morado Ventures and AME Cloud Ventures. Its platform gives enterprises a central control layer for managing AI usage across teams and applications, helping them enforce security policies, track spending, route requests between models and maintain audit trails. - learn more
            • Blaze.tech raised $8.5M in pre-seed funding led by Friale, a healthcare-focused venture firm founded by the family behind HCA Healthcare. The company helps digital health startups, providers and payers turn AI-generated prototypes into HIPAA-compliant software for uses including e-prescribing, EHR integrations, telehealth and auditing. - learn more

            LA Venture Funds
            • Canon Capital participated in Oligo Security’s $60M funding round alongside Ballistic Ventures, Greenfield Partners, Lightspeed Venture Partners, Red Dot Capital Partners, TLV Partners and other investors, bringing the cybersecurity company’s total funding to $140M. Oligo will use the capital to accelerate product development and expand its global go-to-market operations as it helps organizations detect and block software exploits in real time. - learn more
            • Matter Venture Partners participated in Volta’s seed and Series A financing alongside Azora, Andreessen Horowitz, Altimeter, NVIDIA and Michael Dell’s family office, valuing the AI infrastructure startup at $2.4B. Emerging from stealth, Volta plans to use the backing to develop and operate large-scale AI data centers, supported by a $5B infrastructure financing program with Azora and a $10B European compute partnership. - learn more
            • Cedars-Sinai participated in Cirrus Therapeutics’ expanded seed financing through its Intellectual Property Company, bringing the ocular immunology biotech’s total funding to $14.7M. Cirrus will use the backing to advance its gene and cell therapy pipeline, including a lead treatment for geographic atrophy, while a new collaboration with Singapore Eye Research Institute and Duke-NUS will support research, clinical development and expansion across Asia-Pacific. - learn more
            • Strong Ventures made a follow-on investment in Ready Robust Machine’s ₩13.4B Series B, which was led by Quantum Ventures Korea and brought the heavy-equipment technology company’s total funding to ₩22.9B. The company develops energy-recovery systems for hydraulic machinery and will use the capital to build out mass production, expand its data services and enter the Japanese market. - learn more

            LA Exits

            • Artium has been acquired by global consulting firm AlixPartners, bringing its expertise in building enterprise-grade AI agents for clients including BNY Mellon, Mayo Clinic and eBay to a broader global platform. The company will continue operating as a distinct team under the name Artium by AlixPartners, retaining its founders, employees, methodology and research relationships. - learn more

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