Your Prescription Is Ready for Download
You may be familiar with Moore's Law, the prediction made by Intel co-founder Gordon Moore that computer chips would get faster and cheaper with each passing year. That's been borne out by the explosive growth of the tech industry, but you may not know that there is an inverse Moore's Law for drug development.
What if there were a way to apply the fast-moving, low-cost techniques of software development to drug discovery?
Eroom's Law—yes that's "Moore" spelled backward—is the observation that drug discovery has become slower and more expensive over time, despite technological improvements. And just like Moore's Law, it's been borne out by experience—from the 1950s to today, the number of drugs that can be developed per billion dollars in spending has steadily decreased, contributing to the continued growth of health care costs.
But what if there were a way to apply the fast-moving, low-cost techniques of software development to drug discovery? That's what a group of startups in the new field of digital therapeutics are promising. They develop apps that are used—either on their own or in conjunction with conventional drugs—to treat chronic disorders like addiction, diabetes and mental health that have so far resisted a pharmaceutical approach. Unlike the thousands of wellness and health apps that can be downloaded to your phone, digital therapeutics are developed and are meant to be used like drugs, complete with clinical trials, FDA approval and doctor prescriptions.
The field is hot—in 2017 global investment in digital therapeutics jumped to $11.5 billion, a fivefold increase from 2012, and major pharma companies like Novartis are developing their own digital products or partnering with startups. One such startup is the bicoastal Pear Therapeutics. Last month, Pear's reSET-O product became the first digital therapeutic to be approved for use by the millions of Americans who struggle with opioid use disorder, and the company has other products addressing addiction and mental illness in the pipeline.
I spoke with Dr. Corey McCann, Pear's CEO, about the company's efforts to meld software and medicine, designing clinical trials for an entirely new kind of treatment, and the future of digital therapeutics.
The interview has been edited and condensed for clarity and length.
"We're looking at conditions that currently can't be cured with drugs."
BRYAN WALSH: What makes a digital therapeutic different than a wellness app?
COREY MCCANN: What we do is develop therapeutics that are designed to be used under the auspices of a physician, just as a drug developed under good manufacturing would be. We do clinical studies for both safety and efficacy, and then they go through the development process you'd expect for a drug. We look at the commercial side, at the role of doctors. Everything we do is what would be done with a traditional medical product. It's a piece of software developed like a drug.
WALSH: What kind of conditions are you first aiming to treat with digital therapeutics?
MCCANN: We're looking at conditions that currently can't be cured with drugs. A good example is our reSET product, which is designed to treat addiction to alcohol, cannabis, stimulants, cocaine. There really aren't pharmaceutical products that are approved to treat people addicted to these substances. What we're doing is functional therapy, the standard of care for addiction treatment, but delivered via software. But we can also work with medication—our reSET-O product is a great example. It's for patients struggling with opioid addiction, and it's delivered in concert with the drug buprenorphine.
WALSH: Walk me through what the patient experience would be like for someone on a digital therapeutic like reSET.
MCCANN: Imagine you're a patient who has been diagnosed with cocaine addiction by a doctor. You would then receive a prescription for reSET during the same office visit. Instead of a pharmacy, the script is sent to the reSET Connect Patient Service Center, where you are onboarded and given an access code that is used to unlock the product after downloading it onto your device. The product has 60 different modules—each one requiring about a 10 to 15-minute interaction—all derived from a form of cognitive behavioral therapy called community reinforcement approach. The treatment takes place over 90 days.
"The patients receiving the digital therapeutic were more than twice as likely to remain abstinent as those receiving standard care."
Patients report their substance abuse, cravings and triggers, and they are also tested on core proficiencies through the therapy. Physicians have access to all of their data, which helps facilitate their one-on-one meetings. We know from regular urine tests how effective the treatment is.
WALSH: What kind of data did you find when you did clinical studies on reSET?
MCCANN: We had 399 patients in 10 centers taking part in a randomized clinical trial run by the National Institute on Drug Abuse. Every patient enrolled in the study had an active substance abuse disorder. The study was randomized so that patients either received the best current standard of care, which is three hours a week of face-to-face therapy, or they received the digital therapeutic. The primary endpoint was abstinence in weeks 9 to 12—if the patient had a single dirty urine screen in the last month, they counted as a failure.
In the end, the patients receiving the digital therapeutic were more than twice as likely to remain abstinent as those receiving standard care—40 percent versus 17 percent. Those receiving reSET were also much more likely to remain in treatment through the entire trial.
WALSH: Why start by focusing your first digital therapeutics on addiction?
MCCANN: We have tried to build a company that is poised to make a difference in medicine. If you look at addiction, there is little to nothing in the drug pipeline to address this. More than 30 million people in the U.S. suffer from addiction disorders, and not only is efficacy a concern, but so is access. Many patients aren't able to receive anything like the kind of face-to-face therapy our control group received. So we think digital therapeutics can make a difference there as well.
WALSH: reSET was the first digital therapeutic approved by the FDA to treat a specific disorder. What has the approval process been like?
MCCANN: It's been a learning process for all involved, including the FDA. Our philosophy is to work within the clinical trials structure, which has specific disease targets and endpoints, and develop quality software, and bring those two strands together to generate digital therapeutics. We now have two products that have been FDA-approved, and four more in development. The FDA is appropriately cautious about all of this, balancing the tradeoff between patient risk and medical value. As we see it, our company is half tech and half biotech, and we follow regulatory trials that are as rigorous as they would be with any drug company.
"This is a new space, but when you look back in 10 years there will be an entire industry of prescription digital therapeutics."
WALSH: How do you balance those two halves, the tech side and the biology side? Tech companies are known for iterating rapidly and cheaply, while pharma companies develop drugs slowly and expensively.
MCCANN: This is a new space, but when you look back in 10 years there will be an entire industry of prescription digital therapeutics. Right now for us we're combining the rigor of the pharmaceutical model with the speed and agility of a tech company. Our product takes longer to develop than an unverified health app, but less time and with less clinical risk than a new molecular entity. This is still a work in progress and not a day goes by where we don't notice the difference between those disciplines.
WALSH: Who's going to pay for these treatments? Insurers are traditionally slow to accept new innovations in the therapeutic space.
MCCANN: This is just like any drug launch. We need to show medical quality and value, and we need to get clinician demand. We want to focus on demonstrating as many scripts as we can in 2019. And we know we'll need to be persistent—we live in a world where payers will say no to anything three times before they say yes. Demonstrating value is how you get there.
WALSH: Is part of that value the possibility that digital therapeutics could be much cheaper than paying someone for multiple face-to-face therapy sessions?
MCCANN: I believe the cost model is very compelling here, especially when you can treat diseases that were not treatable before. That is something that creates medical value. Then you have the data aspect, which makes our product fundamentally different from a drug. We know everything about every patient that uses our product. We know engagement, we can push patient self-reports to clinicians. We can measure efficiency out in the real world, not just in a measured clinical trial. That is the holy grail in the pharma world—to understand compliance in practice.
WALSH: What's the future of digital therapeutics?
MCCANN: In 10 years, what we think of as digital medicine will just be medicine. This is something that will absolutely become standard of care. We are working on education to help partners and payers figure out where go from here, and to incorporate digital therapeutics into standard care. It will start in 2019 and 2020 with addiction medicine, and then in three to five years you'll see treatments designed to address disorders of the brain. And then past the decade horizon you'll see plenty of products that aim at every facet of medicine.
New Cell Therapies Give Hope to Diabetes Patients
For nearly four decades, George Huntley has thought constantly about his diabetes. Diagnosed in 1983 with Type 1 (insulin-dependent) diabetes, Huntley began managing his condition with daily finger sticks to check his blood glucose levels and doses of insulin that he injected into his abdomen. Even now, with an insulin pump and a device that continuously monitors his glucose, he must consider how every meal will affect his blood sugar, checking his monitor multiple times each hour.
Like many of those who depend on insulin injections, Huntley is simultaneously grateful for the technology that makes his condition easier to manage and tired of thinking about diabetes. If he could wave a magic wand, he says, he would make his diabetes disappear. So when he read about biotechs like ViaCyte and Vertex Pharmaceuticals developing new cell therapies that have the potential to cure Type 1 diabetes, Huntley was excited.
You also won’t see him signing up any time soon. The therapies under development by both companies would require a lifelong regimen of drugs for suppressing the immune system to prevent the body from rejecting the foreign cells. It’s a problem also seen in the transplant of insulin-producing cells of the pancreas – called islet cells – from deceased donors. To Howard Foyt, chief medical officer at ViaCyte, a San Diego-based biotech specializing in the development of cell therapies for diabetes, the tradeoff is worth it.
“A lot of the symptoms of diabetes are not something that you wear on your arm, so to speak. You’re not necessarily conscious of them until you’re successfully treated, and you feel better,” Foyt says.
For many with diabetes, managing these symptoms is a constant game of Whack-a-Mole. “Any form of treatment that gets someone closer to feeling good is a victory,” he says.
“Am I going to be trading diabetes for cancer? That’s not a chance I
want to take."
But not everyone is convinced. What’s more, it’s likely that the availability of these cell therapies will be limited to those with life-threatening diabetes symptoms, such as hypoglycemia unawareness. To Huntley, these therapies remain a bit of a Faustian bargain.
“Am I going to be trading diabetes for cancer? That’s not a chance I want to take,” he says.
The discovery of insulin in 1921 transformed Type 1 diabetes from a death sentence into a potentially manageable condition. Even as better versions of insulin hit the market—ones that weren’t derived from pigs and wouldn’t provoke an allergic response, longer-acting insulin, insulin pens—they didn’t change the reality that those with Type 1 diabetes remained dependent on insulin. Even the most advanced continuous glucose monitors (which tests blood sugar levels every few minutes, 24/7) and insulin pumps don’t perform as well as a healthy pancreas.
Whether by injection or pump, someone with diabetes needs to administer the insulin their body no longer makes. With advances in organ transplantation, the concept of transplanting insulin-producing pancreatic beta cells seemed obvious. After more than a decade of painstaking work, James Shapiro, who directs the Islet Transplant Program at the University of Albania, honed a process called the Edmonton Protocol for pancreas transplants. For a few patients who couldn’t control their blood sugars any other way, the Edmonton Protocol became a life saver. Some of these patients were even able to stop insulin completely, Shapiro says. But the high cost of organ transplant and a chronic shortage of donor organs, pancreas or otherwise, meant that only a small handful of patients could benefit.
Stem cells, however, can be grown in vats, meaning that supply would never be an issue. “We would be going from a very successful treatment of today to a potential cure tomorrow,” Shapiro says.
In 2014, spurred by his own children’s diagnoses with Type 1 Diabetes, stem cell biologist Doug Melton of Harvard University figured out a way to differentiate embryonic stem cells into functional pancreatic beta cells. It was a long process, explains immunoengineer Alice Tomei at the University of Miami, because “the islet is not one cell, it's like a mini-organ that has its own needs.”
Add on the risk of rejection and autoimmunity, and Tomei says that scientists soon realized that chronic and systemic immunosuppression was the only way forward. Over the next several years, Melton improved his approach to yield more cells with fewer impurities. Melton partnered with Boston-based Vertex Pharmaceuticals to create a cell therapy called VX-880.
The first patient received his dose earlier in 2021. In October, Vertex released 90-day results from the Phase 1/2 trial, which revealed the patient was able to reduce his insulin usage from an average of 34 units per day to just 2.9 units per day. The tradeoff is a lifelong need for immunosuppressive drugs to prevent the body from attacking both foreign cells and pancreatic beta cells. It’s what recipients of ViaCyte’s first-gen PEC-Direct will also need. For Foyt, it’s an easy choice.
“At this point in time, immunosuppression is the necessary evil,” he says. “For parents, would you like to worry about going into your child’s bedroom every morning and not knowing if they’re going to be alive or dead? It’s uncommon, but it does occur.”
Not everyone, however, finds the trade-off easy to swallow. Especially with COVID-19 cases reaching record highs, the prospect of reducing his immune function at a time when he needs it most doesn’t sit well with Huntley. The risks of immunosuppression also mean that diabetes cell therapies are limited to those patients with life-threatening complications.
It’s why ViaCyte has created two new iterations of cellular therapies that would eliminate this need. The ViaCyte-Encap contains the cells in a permeable container that allows oxygen, insulin, and nutrients to flow freely but prevents immune system access. Their latest model, PEC-QT, just began safety trials with Shapiro’s lab at the University of Alberta and uses gene editing to eliminate any cellular markers that would trigger an immune response.
Sanjoy Dutta, vice president of research at JDRF International, a nonprofit that funds the study of diabetes, is thrilled with the progress that’s been made around cell therapies, but he cautions it’s still early days. “We have proven that these cells can be made. What we haven’t seen is are they going to work for six months, two years, five years? It’s a challenge we still need to overcome,” he says.
Iowa social worker Jodi Lynn’s concerns echo Dutta’s. Lynn was diagnosed with diabetes in 1998 at age 14 after a bout of severe influenza, spends each day inventorying supplies, planning her food intake, and maintaining her insulin pump and glucose monitor. These newer technologies dramatically improved her blood sugar control but, like everyone with diabetes, Lynn remains at high risk for complications, such as diabetic ketoacidosis, heart disease, vision loss, and kidney failure. Lynn, already considered immunocompromised due to medications she takes for another autoimmune condition, is less concerned with immune suppression than the untested nature of these therapies.
“I want to know that they will work long-term,” she says.
How Genetic Testing and Targeted Treatments Are Helping More Cancer Patients Survive
Late in 2018, Chris Reiner found himself “chasing a persistent cough” to figure out a cause. He talked to doctors; he endured various tests, including an X-ray. Initially, his physician suspected bronchitis. After several months, he still felt no improvement. In May 2019, his general practitioner recommended that Reiner, a business development specialist for a Seattle-based software company, schedule a CAT scan.
Reiner knew immediately that his doctor asking him to visit his office to discuss the results wasn’t a good sign. The longtime resident of Newburyport, MA, remembers dreading “that conversation that people who learn they have cancer have.”
“The doctor handed me something to look at, and the only thing I remember after that was everything went blank all around me,” Reiner, 50, reveals. “It was the magnitude of what he was telling me, that I had a malignant mass in my lung.”
Next, he recalls, he felt ushered into “the jaws of the medical system very quickly.” He spent a couple of days meeting with a team of doctors at Beth Israel Deaconess Medical Center in nearby Boston. One of them was from a medical field he hadn’t even known existed, a pulmonary interventionist, who would perform a biopsy on the mass in his lung.
“Knowing there was a medicine for my particular type of cancer was like a weight lifted off my shoulders."
A week later he and his wife Allison returned to meet with the oncologist, radiologist, pulmonary interventionist – his medical team. They confirmed his initial diagnosis: Stage 4 metastatic lung cancer that had spread to several parts of his body. “We just sat there, stunned,” he says. “I felt like I was getting hit by a wrecking ball over and over.”
An onslaught of medical terminology about what they had identified flowed over the shocked couple, but then the medical team switched gears, he recalls. They offered hope. “They told me, ‘Hey, you’re not a smoker, so that’s good,’” Reiner says. “‘There’s a good chance that what’s driving this disease for you is actually a genetic mutation, and we have ways to understand more about what that could be through some simple testing.’”
They told him about Foundation Medicine, a company launched in neighboring Cambridge, MA, in 2009 that develops, manufactures, and sells genomic profiling assays. These are tests that, according to the company’s website, “can analyze a broad panel of genes to detect the four main classes of genomic alterations known to drive cancer growth.” With these insights, certain patients can be matched with therapies targeted specifically for the genetic driver(s) of their cancer. The company maintains one of the largest cancer genomic databases in the world, with more than 500,000 patient samples profiled, and they have more than 65 biopharma partners.
According to Foundation Medicine, they are the only company that has FDA-approved tests for both tissue- and blood-based comprehensive genomic profiling tests. One other company has an FDA-approved biopsy test, and several other companies offer tissue-based genomic profiling. Additionally, several major cancer centers like Memorial Sloan Kettering in New York and Anderson Cancer Center in Texas have their own such testing platforms.
Currently, genomic profiling is more accessible for patients with advanced cancer, due to broader insurance coverage in later stages of disease.
“Right now, the vast majority of patients either have cancers for which we don’t have treatments or they have genetic alterations that are not known,” says Jorge Garcia, MD, Division Chief, Solid Tumor Oncology, UH Cleveland Medical Center, which has its own CGP testing platform. “However, a significant proportion of patients with advanced cancer have alterations that we can tap for therapeutic purposes.”
Foundation Medicine estimates that in 2017, just over 5 percent of advanced solid cancer patients in the U.S. received CGP testing. In 2021, they estimate that number is between 25 to 30 percent of advanced solid cancer patients in the U.S., which doesn’t include patients who are tested with small (less than 50 genes) panels. Their panel tests for more than 300 cancer-related genes.
“The good news is the platforms we are developing are better and more comprehensive, and they’re going to continue to be larger data sets,” Dr. Garcia adds.
In Reiner’s case, his team ordered comprehensive genetic profiling on both his tissue and blood, from Foundation Medicine.
At this point, Reiner still wasn’t sure what genetic mutations were or how they factored into cancer or what comprehensive genomic profiling entailed. That day, though, his team ushered the Reiners into the world of precision oncology that placed him on much more sure footing to learn about and fight the specific lung cancer that had been troubling him for more than a year.
What genetic alterations were driving his cancer? Foundation Medicine’s tests were about to find out.
At the core of these tests is next generation sequencing, a DNA sequencing technology. Since 2009, this has revolutionized genomic research, according to the National Center for Biotechnology Information, because it allows an entire human genome to be sequenced within one day. Cancer genomics posits that cancer is caused by mutations and is a disease of the genome. Now, cancer genomes can be systemically studied in their entirety. For cancer patients such as Reiner, NGS can provide a more precise diagnosis and classification of the disease, more accurate prognosis, and potentially the identification of targeted drug treatments. Ultimately, the technology can provide the basis of personalized cancer management.
The detailed reports supply patients and their oncologists with extensive information about the patient’s genomic profile and potential treatment options that they can discuss together. Reiner trusted his doctors that this approach was worth the two- or three-week wait to receive the Foundation Medicine report and the specifically targeted treatment, rather than immediately jump into a round of chemotherapy. He is especially grateful now, he says, because the report delivered a great deal of relief from his previously exhausting and growing anxiety about having cancer.
Reiner and his team learned his lung cancer contained the epidermal growth factor receptor (EGFR) mutation. That biomarker enabled his oncologist to prescribe Tagrisso (osimertinib), a medication developed to directly target that genetic mutation.
“Knowing there was a medicine for my particular type of cancer was like a weight lifted off my shoulders,” he says. “It only took a week or two before my cough finally started subsiding. This pill goes right after the particular piece of genetic material in the tumor that’s causing its growth.”
Dr. Jerry Mitchell, director field medical oncology, Foundation Medicine, in Columbus, Ohio, explains that genomic profiling is generating substantial impacts today. “This is a technology that is the standard of care across many advanced malignancies that takes patients from chemotherapy-only options to very targeted options or immunotherapy options,” he says. “You can also look at complex biomarkers, and these are not specific genetic changes but different genes across the tumor to get a biomarker.”
According to Dr. Mitchell, Foundation Medicine’s technology can test more than 324 different cancer-related genes in a single test. Thus, a growing number of patients are benefitting from comprehensive genetic profiling, due to the rapidly growing number of targeted therapies. While not all of the cancers are treatable yet, the company uses that information to partner with researchers to find new potential therapies for patient groups that may have rare mutations.
Since his tumor’s diagnosis, Reiner has undergone chemotherapy and a couple surgeries to treat the metastatic cancer in other parts of his body, but the drug Tagrisso has significantly reduced his lung tumor. Now, having learned so much during the past couple of years, he is grateful for precision oncology. He still reflects on the probability that, had the Tagrisso pill not been available in May 2019, he might have only survived for another six months or a year.
“Comprehensive Genomic Profiling is not some future state, but in both the U.S. and Europe, it is a very standard, accepted, and recommended first step to knowing how to treat your cancer,” says Dr. Mitchell, adding that he feels fortunate to be an oncologist in this era. “However, we know there are still people not getting this recommended testing, so we still have opportunities to find many more patients and impact them by knowing the molecular profile of their cancer.”