How Virtual Clinical Trials Might Help Pharma’s Dangerous Diversity Problem

Keerthi Vedantam

Keerthi Vedantam is a bioscience reporter at dot.LA. She cut her teeth covering everything from cloud computing to 5G in San Francisco and Seattle. Before she covered tech, Keerthi reported on tribal lands and congressional policy in Washington, D.C. Connect with her on Twitter, Clubhouse (@keerthivedantam) or Signal at 408-470-0776.

How Virtual Clinical Trials Might Help Pharma’s Dangerous Diversity Problem
Photo by Myriam Zilles on Unsplash

Last year, pharmaceutical giant Gilead Sciences came under fire for testing its coronavirus vaccine on a sample of people that didn't accurately reflect those largely devastated by it — the elderly, the poor and Latino communities.

The scenario exposed a deeper trouble among drugmakers and is far from uncommon. A study last month from the medical journal JAMA Network found white peoplewere overrepresented in vaccine clinical trials. This has dangerous implications for the outcome of drugs, according to researchers who issued the report from Harvard Medical School, the Fred Hutchinson Cancer Research Center in Seattle and the Emory University School of Medicine in Atlanta.


The problem is so rampant that the FDA last year revised its guidance on clinical trials, in part prompted by the travel restrictions COVID imposed.

In issuing the directive last fall, the former FDA commissioner Stephen Hahn directly cited the different health care outcomes different racial groups, older adults and pregnant women faced battling the deadly virus.

"This difference in impact illustrates why we must encourage developers of any medical product such as treatments or vaccines for COVID-19 – as well as medical products more broadly – to endeavor to include diverse populations to understand their risks or benefits across all groups."

The biggest hurdle for most clinical trials is convincing a wide-ranging sample of individuals to participate in them. The problem is especially acute in rural areas, where patients are unlikely to sign up because they are far from large universities or hospitals that often carry these out. But that is also true for people who don't drive a car or who cannot take time out of the work day. Black and Latino populations have lower participation rates. And clinical trials can also take years, which screens out patients with unpredictable livelihoods.

In other words, the very individuals that the health care industry often fails to reach also get locked out of clinical trials to medicines that could save their life.

El Segundo-based MedVector has created a device to make it easier for patients to participate in clinical trials, so companies can lock in more participants earlier and faster while getting the varied lifestyles needed to test drugs.

"We're not accelerating the study at all," Scott Stout, the CEO and co-founder of MedVector. "We're eliminating the delays that happen in the patient recruitment component."

The four-year-old startup one of several companies that are trying to novel approaches to patients to clinical trials virtually. MedVector has raised 630,000 via crowdsourcing, and Pitchbook valued the company at $10 million. Science 37, another Los Angeles-based company, raised $40 million last year to build up their system of at-home clinical trials. The company is also backed by some of the biggest names in pharma including Novartis, Amgen and Sanofi. Medable, Covance and a slew of other companies are stepping into the space as well.

MedVector coordinates with contract research organizations that are hired by sponsors to manage the clinical trial process to send the shoebox-sized touchscreen device to the participant's doctor. The patient and trial's principal investigator can essentially teleconference while the nurse at the doctor's office acts like the investigator's "hands," taking vitals or measuring height and weight. Most clinical trials document labs (like blood work), scans (MRI or CAT scans), verbal input from the patient about how they feel, and visual data like rashes or swelling.

Virtualized or decentralized clinical trials haven't always been embraced by the industry. While more physicians have moved towards telehealth and telemedicine, the control and standardization of in-person trials are considered the gold standard in clinical trials.

"Different drugs metabolize differently. It's not like one size fits all," said Dr. Eunjoo Pacifici, a professor at the USC School of Pharmacy. "So if you don't include a diverse population in your clinical trial, you cannot confirm that, yes, everybody responds similarly and everyone demonstrates a similar safety and efficacy profile when they take this medicine."

But that's exactly what happens. A 2019 study that reviewed 10 years of cancer drug clinical trials and 112,293 participants found that 3.1% of trial participants were Black and 6.1% Latino. Researchers from the University of British Columbia, the University of Texas, the Fred Hutchinson Cancer Center and Baylor University found that a major risk assessment test for breast cancer had only been validated for white women.

"Scientists ignore the impact of cancer drug efficacy on..three major race groups," they concluded, a fact that could "prove detrimental to survival rates" for all other women.

Another well known example of a clinical trial that failed to be representative is Zoldpidem (or Ambien), a sleep drug developed in the 90s. When the drug went to market, it became clear it stayed in women's bloodstream longer than men's, and women were prone to lingering daytime drowsiness, making driving more dangerous. In 2013, the FDA halved its standard dosage for women.

Pacifici says the efficacy of a drug doesn't depend solely on biologic factors. Extrinsic factors — like one's job, geographic environment, age and lifestyle — can prevent people from taking otherwise-effective high-maintenance drugs.

"You want to make sure that the makeup of a clinical trial, as much as you can, mirrors the makeup of the target population who will need this medication," she said.

Part of the newfound appeal of virtual clinical trials comes from the pharma industry. Clinical trials are notoriously long — the longest part of at least a 10-year journey from drug discovery to FDA approval and marketing. Finding hundreds of people to participate in clinical trials can stall the already long process of getting a drug to market, eating into a pharmaceutical patent's 20 year lifespan and the pharmaceutical company's profit margins.

"We are getting medicines to market more quickly with better data, which means that it is safer." Stout said. "It means that you've got less waste. It means that you've got less people dying while waiting for a new drug to come down the pipeline."

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Standing Together Through the Flames

🔦 Spotlight

To our Los Angeles family,

This week’s wildfires have brought immense pain and hardship to our beloved city. Many of our friends, neighbors, and colleagues have faced evacuations, power outages, and the devastating loss of homes and livelihoods. Our hearts go out to everyone affected by this tragedy.

At dot.LA, we want to express our deepest sympathy to those suffering in this moment. We see your resilience and stand with you during this challenging time. This community has always been defined by its strength and compassion, and now is the time to come together in support.

If You or Someone You Know Has Been Impacted, Resources Are Available:

Evacuation Shelters:

  • Calvary Community Church: 5495 Via Rocas, Westlake Village, CA 91362
  • Ritchie Valens Recreation Center: 10736 Laurel Canyon Blvd., Pacoima, CA 91331
  • Pan Pacific Recreational Center: 7600 Beverly Blvd., Los Angeles, CA 90036
  • Westwood Recreation Center: 1350 Sepulveda Blvd., Los Angeles, CA 90025
  • Pasadena Civic Auditorium: 300 East Green Street, Pasadena, CA 91101
  • Pomona Fairplex: 1101 W McKinley Ave, Pomona, CA 91768
  • Stoner Recreation Center: 1835 Stoner Ave, Los Angeles, CA 90025

Animal Shelters:

Small Animals:

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Large Animals:

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  • Industry Hills Expo: 16200 Temple Ave, City of Industry, CA 91744
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  • Pierce College Equestrian Center: 7100 El Rancho Dr, Woodland Hills, CA 91371

Disaster Relief Information:

  • LA County Assessor: Information for property owners and FAQs about disaster relief.

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Staying Informed:

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Safety Precautions:

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To those in our community who are volunteering, donating, or offering aid in any form—thank you. Your efforts embody the spirit of LA: strong, compassionate, and unstoppable.

At dot.LA, we’re committed to amplifying stories of resilience and support. If you’ve seen inspiring acts of kindness or have resources to share, please let us know. Together, we can shine a light on the incredible ways this community is stepping up during these trying times.

In the days ahead, let’s hold tight to the bonds that unite us and remember that we are stronger together. The fires may scar the land, but they cannot dim the collective spirit of Los Angeles.

We’re here for you, and we’re with you.

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    A Strong Finish to 2024 for LA Tech: Crosscut Ventures Leads the Way

    🔦 Spotlight

    Happy Friday LA!

    As we close the book on 2024, Los Angeles has had a remarkable year in tech and venture capital. From groundbreaking funding rounds to industry-defining innovations, the city’s tech ecosystem has showcased its ability to adapt and thrive. Among the year’s final highlights was the announcement that Crosscut Ventures, one of LA’s premier early-stage venture capital firms, has added Jon Ylvisaker as its newest Partner.

    Crosscut Ventures’ Bold New Direction

    Announced in late December, Jon Ylvisaker’s appointment reflects Crosscut Ventures’ commitment to advancing its focus on the energy transition. Ylvisaker brings decades of experience in driving investments in energy technologies and digital infrastructure. As the founding partner and managing director of Yield Capital Partners, he led investments in startups and established companies shaping the future of sustainability. At Wolfacre Global Management, a Tiger Management hedge fund, he further honed his expertise in supporting impactful climate-focused solutions.

    Brian Garrett, Managing Director and Co-Founder of Crosscut Ventures, said, “Jon's extensive experience in climate and digital infrastructure investments, coupled with his impressive track record of bringing groundbreaking technologies to market, makes him the ideal partner to help lead our focus.”

    Since its founding in 2008, Crosscut has played a key role in shaping LA’s tech landscape. Ylvisaker’s addition reinforces the firm’s commitment to addressing global challenges like energy transition and sustainability, further solidifying its leadership in venture capital innovation.

    What’s Next for LA Tech in 2025

    The momentum from 2024 has set the stage for an even bigger year ahead. Entrepreneurs, investors, and innovators in LA are poised to take on new challenges and create meaningful change across industries.

    As we step into 2025, we want to thank everyone who helped make 2024 such a standout year. Here’s to another year of progress, innovation, and success. From all of us at dot.LA, Happy New Year!

    🤝 Venture Deals

    LA Companies

    • First Resonance, a company specializing in digital manufacturing software through its ION Factory OS, has raised a $20M funding round led by Third Prime with participation from Blue Bear Capital and others. This brings its total funding to $36M and will be used to accelerate product development, grow its customer base, and enhance support for advanced manufacturing sectors like aerospace, robotics, and clean energy. - learn more
    LA Venture Funds
    • Finality Capital Partners led a $17M Seed funding round for ChainOpera AI, a California-based company developing blockchain networks for AI-powered agents and applications, to accelerate product development, expand its team and enhance its blockchain and AI integration capabilities. - learn more

    LA Exits

    • Thirteen Lune, an inclusive beauty e-commerce platform, has been acquired by SNR Capital, marking a significant milestone in the platform's mission to amplify underrepresented beauty brands while fueling its next stage of growth. - learn more
    • Ergobaby, a leading brand in juvenile products known for its high-quality baby carriers, has been acquired by Highlander Partners. The acquisition aims to bolster Ergobaby’s growth, expand its product offerings, and strengthen its position in the parenting solutions market. - learn more

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    Salt AI’s $3M Bet, Snapchat’s Creator Cash, Rivian’s EV Tech, and ŌURA’s $200M Win

    🔦 Spotlight

    Happy Friday, LA - let’s dive right in to this week’s highlights:

    Salt AI, a forward-thinking AI startup based in Los Angeles, has secured a $3 million seed funding round led by Morpheus Ventures with participation from Struck Capital, among others, to tackle the complexity of managing workflows.Salt AI's blog details how its platform centralizes tools like CRM systems, project management software, and data trackers into one interface, eliminating inefficiencies and freeing up teams to focus on meaningful work. With new funding in hand, Salt plans to scale its platform and expand its reach, a move that underscores how AI can solve everyday business challenges.

    Image Source: Salt AI - Aber Whitcomb

    While Salt AI focuses on the workplace, Snapchat is doubling down on creators, with its latest updates introducing revenue-sharing opportunities and direct monetization features. The company’snewsroom update outlines how enhanced analytics will help creators better understand their audiences and sustain their work. The platform's latest updates introduce revenue-sharing opportunities and direct monetization features, along with analytics that give creators deeper insights into their audience. By making it easier for creators to grow and sustain their work, Snapchat positions itself as a key player in the creator economy, offering features that rival platforms like YouTube and TikTok.

    Image Source: Snap

    On the roads, Rivian is redefining what it means to drive an electric vehicle. The company’s latest software update includes advanced route planning, energy management tools, and customization options that make every trip more intuitive and efficient. Additionally, Rivian has introduced new entertainment features, including Google Cast, YouTube, and SiriusXM, as featured in Rivian’ssoftware spotlight, enhancing the in-cabin experience for drivers and passengers alike. This isn’t just about convenience; Rivian is showing how thoughtful software design can elevate the entire EV experience, blending practicality with sophistication.

    Image Source: Rivian

    ŌURA is making headlines with a fresh $200 million Series D funding round, with participation from Fidelity Management & Research Company and Dexcom, which now values the company at $2.55 billion. This investment, as reported byBusiness Wire, highlights the growing demand for wearable health technology and positions ŌURA as a leader in the space. With its sleek design and emphasis on actionable health insights, the funding will enable ŌURA to expand its reach and further integrate wearables into daily health management, strengthening its position in the competitive health tech market. With this funding, ŌURA aims to reach more users and expand its capabilities, further embedding wearables into daily health management.

    Image Source: ŌURA

    Stay tuned as Salt AI, Snapchat, Rivian, and ŌURA continue to evolve, offering us new ways to work, connect, and live better.

    🤝 Venture Deals

      LA Venture Funds
        • Undeterred Capital participated in a $7M Seed funding round for Portal, a Watertown, Mass.-based biotech company specializing in advanced intracellular delivery technology to drive innovations in biological research and cellular therapeutics. - learn more
        • Vamos Ventures participated in a $7.9M Series A funding round for Culina Health, a Hoboken, NJ-based company that provides personalized, science-based virtual nutrition care by connecting patients with registered dietitians, with plans to use the funds to expand its offerings for dietitians and patients, implement AI-driven tools to enhance care efficiency, and strengthen its leadership team through key hires. - learn more
        • Humans Ventures participated in a $3.8M Seed funding round for Hamming.ai, a San Francisco-based company specializing in automated tools for testing and optimizing voice agents, with plans to expand its platform, enhance reliability and perform, and accelerate product development. - learn more
        • Fifth Wall led, with participation from Starshot Capital and others, in a $9.5M Series A funding round for Mojave, a Sunnyvale, CA-based company developing energy-efficient commercial air conditioning technology. The funds will be used to accelerate the adoption of its innovative systems and reduce energy consumption in the cooling industry. - learn more
        • ReMY Investors participated in a $17M Series B funding round for Scripta Insights, a company that leverages data analytics to help employers and healthy plans reduce prescription drug costs, with the funds aimed at expanding its platform and scaling operations. - learn more
        • Mantis VC participated in a $16.5M funding round for Nuon, a company specializing in Bring Your Own Cloud (BYOC) solutions that streamline AI, data, and infrastructure software deployment. The funds will support product development, readiness for general availability in 2025, and efforts to expand customer acquisition. - learn more
        • B Capital participated in a $102M Series C funding round for Precision, a company developing minimally invasive brain-computer interfaces to treat neurological disorders, with plans to use the funds to expand its team, advance clinical research, and refine its AI-powered brain implant for helping users with severe paralysis operate digital devices using their thoughts. - learn more
        • The Games Fund led a $3M Seed funding round for Dark Passenger, a Poland-based game studio founded by veterans of The Witcher 3 and Cyberpunk 2077, to create an unannounced, innovative, first-person multiplayer PvPvE stealth-action game set in a distinctive universe inspired by feudal Japan and martial arts cinema. - learn more

            LA Exits

            • Calliope Networks, a generative AI company providing licensed media content like movies, TV shows, and news, has been acquired by Protege to strengthen its platform’s capabilities in advancing AI development. - learn more

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