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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🤫 The Secret to Staying Fit at Your Desk: 6 Essential Under-Desk Exercise Machines

Health experts are sounding the alarm: our sedentary jobs are slowly killing us, yet we can't abandon our desks if we want to keep the lights on. It feels like we're caught between a rock and a hard place. Enter under-desk exercise machines – the overlooked heroes (albeit kind of goofy looking) of the modern workspace. These devices let tech professionals stay active, enhance their health, and increase their productivity, all without stepping away from their screens. Here are 6 fantastic options that will enhance the way you work and workout simultaneously.

DeskCycle Under Desk Bike Pedal Exerciser

This bike has nearly ten thousand five-star reviews on amazon. It works with nearly any desk/chair setup. It is quiet, sturdy and allows up to 40 pounds of resistance. If you are looking for an under-desk bike this is a fantastic option.

Type: Under-Desk Bike

Price: $180 - $200


Sunny Health & Fitness Dual Function Under Desk Pedal Exerciser

This under-desk bike is extremely quiet due to the magnetic resistance making it an ideal option if you work in a shared space. It doesn’t slip, has eight levels of resistance, and the option to work legs and arms. It’s about half the price of the DeskCycle bike making it a solid mid-range option for those looking to increase their daily activity.

Type: Under-Desk Bike

Price: $100 - $110


Sunny Health & Fitness Sitting Under Desk Elliptical

This under-desk elliptical comes in multiple colors if you really want to underscore that you are a quirky individual, in case an under-desk elliptical isn’t enough. This model is a bit heavy (very sturdy), has eight different resistance levels, and has more than nine thousand 5-star reviews.

Type: Under-Desk Elliptical

Price: $120 - $230


DeskCycle Ellipse Leg Exerciser

This under-desk elliptical is another great option. It is a bit pricey but it’s quiet, well-made and has eight resistance levels. It also syncs with your apple watch or fitbit which is a very large perk for those office-wide “step” challenges. Get ready to win.

Type: Under-Desk Elliptical

Price: $220 - $230


Daeyegim Quiet LED Remote Treadmill

If you have a standing desk and are looking to walk and work this is a fantastic option. This walking-only treadmill allows you to walk between 0.5 to 5 mph (or jog unless you have the stride length of an NBA forward). It is very quiet, which is perfect if you want to use it near others or during a meeting. You can’t change the incline or fold it in half but it is great for simply getting in some extra steps during the work day.

Type: Under-Desk Treadmill

Price: $220 - $230


Sunny Health & Fitness Foldable Manual Treadmill

This under-desk treadmill isn’t the most premium model but it is affordable and has an impressive array of features. It is a manual treadmill meaning it doesn’t need to be plugged in; it is foldable and offers an incline up to 13%. I personally can’t imagine working and walking up a 13% incline but if that sounds like your cup of tea, then I truly respect the hustle.

Type: Under-Desk Treadmill

Price: $150 - $200




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🤠Musk Picks Texas and 🔥Tinder AI Picks Your Profile Pictures

🔦 Spotlight

Tinder is altering dating profile creation with its new AI-powered Photo Selector feature, designed to help users choose their most appealing dating profile pictures. This innovative tool employs facial recognition technology to curate a set of up to 10 photos from the user's device, streamlining the often time-consuming process of profile setup. To use the feature, users simply take a selfie within the Tinder app and grant access to their camera roll. The AI then analyzes the photos based on factors like lighting and composition, drawing from Tinder's research on what makes an effective profile picture.

The selection process occurs entirely on the user's device, ensuring privacy and data security. Tinder doesn't collect or store any biometric data or photos beyond those chosen for the profile, and the facial recognition data is deleted once the user exits the feature. This new tool addresses a common pain point for users, as Tinder's research shows that young singles typically spend about 25 to 33 minutes selecting a profile picture. By automating this process, Tinder aims to reduce profile creation time and allow users to focus more on making meaningful connections.

In wholly unrelated news, Elon Musk has announced plans to relocate the headquarters of X (formerly Twitter) and SpaceX from California to Texas. SpaceX will move from Hawthorne to Starbase, while X will shift from San Francisco to Austin. Musk cited concerns about aggressive drug users near X's current headquarters and a new California law regarding gender identity notification in schools as reasons for the move. This decision follows Musk's previous relocation of Tesla's headquarters to Texas in 2021.

🤝 Venture Deals

LA Companies

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Top LA Accelerators that Entrepreneurs Should Know About

Los Angeles, has a thriving startup ecosystem with numerous accelerators, incubators, and programs designed to support and nurture new businesses. These programs provide a range of services, including funding, mentorship, workspace, networking opportunities, and strategic guidance to help entrepreneurs develop their ideas and scale their companies.


Techstars Los Angeles

Techstars is a global outfit with a chapter in Los Angeles that opened in 2017. It prioritizes local companies but will fund some firms based outside of LA.

Location: Culver City

Type of Funding: Pre-seed, early stage

Focus: Industry Agnostic

Notable Past Companies: StokedPlastic, Zeno Power


Grid110

Grid110 offers no-cost, no-equity programs for entrepreneurs in Los Angeles, including a 12-week Residency accelerator for early-stage startups, an Idea to Launch Bootcamp for pre-launch entrepreneurs, and specialized programs like the PledgeLA Founders Fund and Friends & Family program, all aimed at providing essential skills, resources, and support to help founders develop and grow their businesses.

Location: DTLA

Type of Funding: Seed, early stage

Focus: Industry Agnostic

Notable Past Companies: Casetify, Flavors From Afar


Idealab

Idealab is a renowned startup studio and incubator based in Pasadena, California. Founded in 1996 by entrepreneur Bill Gross, Idealab has a long history of nurturing innovative technology companies, with over 150 startups launched and 45 successful IPOs and acquisitions, including notable successes like Coinbase and Tenor.

Location: Pasadena

Type of Funding: Stage agnostic

Focus: Industry Agnostic, AI/Robotics, Consumer, Clean Energy

Notable Past Companies: Lumin, Coinbase, Tenor


Plug In South LA

Plug In South LA is a tech accelerator program focused on supporting and empowering Black and Latinx entrepreneurs in the Los Angeles area. The 12-week intensive program provides early-stage founders with mentorship, workshops, strategic guidance, potential pilot partnerships, grant funding, and networking opportunities to help them scale their businesses and secure investment.

Location: Los Angeles

Type of Funding: Pre-seed, seed

Focus: Industry Agnostic, Connection to South LA and related communities

Notable Past Companies: ChargerHelp, Peadbo


Cedars-Sinai Accelerator

The Cedars-Sinai Accelerator is a three-month program based in Los Angeles that provides healthcare startups with $100,000 in funding, mentorship from over 300 leading clinicians and executives, and access to Cedars-Sinai's clinical expertise and resources. The program aims to transform healthcare quality, efficiency, and care delivery by helping entrepreneurs bring their innovative technology products to market, offering participants dedicated office space, exposure to a broad network of healthcare entrepreneurs and investors, and the opportunity to pitch their companies at a Demo Day.

Location: West Hollywood

Type of Funding: Seed, early stage, convertible note

Focus: Healthcare, Device, Life Sciences

Notable Past Companies: Regard, Hawthorne Effect


MedTech Innovator

MedTech Innovator is the world's largest accelerator for medical technology companies, based in Los Angeles, offering a four-month program that provides selected startups with unparalleled access to industry leaders, investors, and resources without taking equity. The accelerator culminates in showcase events and competitions where participating companies can win substantial non-dilutive funding, with the program having a strong track record of helping startups secure FDA approvals and significant follow-on funding.

Location: Westwood

Type of Funding: Seed, early stage

Focus: Health Care, Health Diagnostics, Medical Device

Notable Past Companies: Zeto, Genetesis


KidsX

The KidsX Accelerator in Los Angeles is a 10-week program that supports early-stage digital health companies focused on pediatric care, providing mentorship, resources, and access to a network of children's hospitals to help startups validate product-market fit and scale their solutions. The accelerator uses a reverse pitch model, where participating hospitals identify focus areas and work closely with selected startups to develop and pilot digital health solutions that address specific pediatric needs.

Location: East Hollywood

Type of Funding: Pre-seed, seed, early stage

Focus: Pediatric Health Care Innovation

Notable Past Companies: Smileyscope, Zocalo Health


Disney Accelerator

Disney Accelerator is a startup accelerator that provides early-stage companies in the consumer media, entertainment and technology sectors with mentorship, guidance, and investment from Disney executives. The program, now in its 10th year, aims to foster collaborations and partnerships between innovative technology companies and The Walt Disney Company to help them accelerate their growth and bring new experiences to Disney audiences.

Location: Burbank

Type of Funding: Growth stage

Focus: Technology and entertainment

Notable Past Companies: Epic Games, BRIT + CO, CAMP


Techstars Space Accelerator

Techstars Space Accelerator is a startup accelerator program focused on advancing the next generation of space technology companies. The three-month mentorship-driven program brings together founders from across the globe to work on big ideas in aerospace, including rapid launch services, precision-based imaging, operating systems for complex robotics, in-space servicing, and thermal protection.

Location: Los Angeles

Type of Funding: Growth stage

Focus: Aerospace

Notable Past Companies: Pixxel, Morpheus Space



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