personalized medicine
All of Us Research Program Participants Fuel Both Scientific and Personal Discovery
Posted on by Josh Denny, M.D., M.S., All of Us Research Program

The NIH’s All of Us Research Program is a historic effort to create an unprecedented research resource that will speed biomedical breakthroughs, transform medicine and advance health equity. To create this resource, we are enrolling at least 1 million people who reflect the diversity of the United States.
At the program’s outset, we promised to make research a two-way street by returning health information to our participant partners. We are now delivering on that promise. We are returning personalized health-related DNA reports to participants who choose to receive them.
That includes me. I signed up to receive my “Medicine and Your DNA” and “Hereditary Disease Risk” reports along with nearly 200,000 other participant partners. I recently read my results, and they hit home, revealing an eye-opening connection between my personal and professional lives.
First, the professional. Before coming to All of Us, I was a practicing physician and researcher at Vanderbilt University, Nashville, TN, where I studied how a person’s genes might affect his or her response to medications. One of the drug-gene interactions that I found most interesting is related to clopidogrel, a drug commonly prescribed to keep arteries open after a major cardiovascular event, like a heart attack, stroke, or placement of a stent.
People with certain gene variations are not able to process this medication well, leaving them in a potentially risky situation. The patient and their health care provider may think the condition is being managed. But, since they can’t process the medication, the patient’s symptoms and risks are likely to increase.
The impact on patients has been seen in numerous studies, including one that I published with colleagues last year in the Journal of Stroke and Cerebrovascular Disease [1]. We found that stroke risk is three times higher in patients who were poor responders to clopidogrel and treated with the drug following a “mini-stroke”—also known as a transient ischemic attack. Other studies have shown that major cardiovascular events were 50 percent more common in individuals who were poor responders to clopidogrel [2]. Importantly, there are alternative therapies that work well for people with this genetic variant.
Now, the personal. Reading my health-related results, I learned that I carry some of these very same gene variations. So, if I ever needed a medicine to manage my risk of blood clots, clopidogrel would not likely work well for me.
Instead, should I ever need treatment, my provider and I could bypass this common first-line therapy and choose an alternate medicine. Getting the right treatment on the first try could cut my chances of a heart attack in half. The benefits of this knowledge don’t stop with me. By choosing to share my findings with family members who may have inherited the same genetic variations, they can discuss it with their health care teams.
Other program participants who choose to receive results will experience the same process of learning more about their health. Nearly all will get actionable information about how their body may process certain medications. A small percentage, 2 to 3 percent, may learn they’re at higher risk of developing several severe hereditary health conditions, such as certain preventable heart diseases and cancers. The program will provide a genetic counselor at no cost to all participants to discuss their results.
To enroll participants who reflect the country’s diverse population, All of Us partners with trusted community organizations around the country. Inclusion is vitally important in the field of genomics research, where available data have long originated mostly from people of European ancestry. In contrast, about 50 percent of the All of Us’ genomic data come from individuals who self-identify with a racial or ethnic minority group.
More than 3,600 research projects are already underway using data contributed by participants from diverse backgrounds. What’s especially exciting about this “ecosystem” of discovery between participants and researchers is that, by contributing their data, participants are helping researchers decode what our DNA is telling us about health across all types of conditions. In turn, those discoveries will deepen what participants can learn.
Those who have stepped up to join All of Us are the heartbeat of this historic research effort to advance personalized approaches in medicine. Their contributions are already fueling new discoveries in numerous areas of health.
At the same time, making good on our promises to our participant partners ensures that the knowledge gained doesn’t only accumulate in a database but is delivered back to participants to help advance their own health journeys. If you’re interested in joining All of Us, we welcome you to learn more.
References:
[1] CYP2C19 loss-of-function is associated with increased risk of ischemic stroke after transient ischemic attack in intracranial atherosclerotic disease. Patel PD, Vimalathas P, Niu X, Shannon CN, Denny JC, Peterson JF, Chitale RV, Fusco MR. J Stroke Cerebrovasc Dis. 2021 Feb;30(2):105464.
[2] Predicting clopidogrel response using DNA samples linked to an electronic health record. Delaney JT, Ramirez AH, Bowton E, Pulley JM, Basford MA, Schildcrout JS, Shi Y, Zink R, Oetjens M, Xu H, Cleator JH, Jahangir E, Ritchie MD, Masys DR, Roden DM, Crawford DC, Denny JC. Clin Pharmacol Ther. 2012 Feb;91(2):257-263.
Links:
Join All of Us (All of Us/NIH)
NIH’s All of Us Research Program returns genetic health-related results to participants, NIH News Release, December 13, 2022.
NIH’s All of Us Research Program Releases First Genomic Dataset of Nearly 100,000 Whole Genome Sequences, NIH News Release, March 17, 2022.
Funding and Program Partners (All of Us)
Medicine and Your DNA (All of Us)
Clopidogrel Response (National Library of Medicine/NIH)
Hereditary Disease Risk (All of Us)
Preparing for DNA Results: What Is a Genetic Counselor? (All of Us)
Research Projects Directory (All of Us)
Note: Dr. Lawrence Tabak, who performs the duties of the NIH Director, has asked the heads of NIH’s Institutes, Centers, and Offices to contribute occasional guest posts to the blog to highlight some of the interesting science that they support and conduct. This is the 24th in the series of NIH guest posts that will run until a new permanent NIH director is in place.
Personalized Combination Therapies Yield Better Cancer Outcomes
Posted on by Dr. Francis Collins

Gratifying progress has been made recently in an emerging area of cancer medicine called precision oncology. It’s a bold attempt to target treatment to the very genes and molecules driving a cancer, aiming to slow or even halt its growth. But there’s always more to learn. Now comes evidence that, while a single well-matched drug might be good, a tailored combination of drugs that attack a cancer in multiple ways at once might be even better.
The findings come from the I-PREDICT clinical trial, which treated people with advanced cancer who hadn’t benefited from previous therapy [1]. The NIH-funded team found that analyzing a tumor’s unique genetic and molecular profile provided enough information to recommend individualized combination therapies to patients. What’s more, patients who followed their individualized combination therapies most closely lived longer, with longer periods of progression-free disease, than did those who took fewer of the recommended drugs.
In most previous clinical trials of precision oncology, researchers have relied on a tumor’s unique profile to identify a single, well-matched drug to treat each patient. But cancer is complex, and, just as with certain infectious diseases, tumors commonly develop resistance to a single drug.
In the trial reported in Nature Medicine, researchers led by Razelle Kurzrock and Jason Sicklick, University of California, San Diego, wondered if they could improve treatment responses by tailoring combinations of cancer drugs to target as many molecular and genetic changes in a person’s cancer as possible.
To test the potential for this strategy to work, the researchers enrolled 83 people with various cancers that had advanced despite previous treatment. Tumor tissue from each patient was run through a comprehensive battery of tests, and researchers sequenced hundreds of genes to look for telltale alterations in their DNA.
They also looked for evidence that a cancer had defects affecting the DNA “mismatch repair” pathway, which causes some tumors to generate larger numbers of mutations than others. Mismatch repair defects have been shown to predict better responses to immunotherapies, which are designed to harness the immune system against cancer .
With all the data in hand, a special panel of oncologists, pharmacologists, cancer biologists, geneticists, surgeons, radiologists, pathologists, and bioinformatics experts consulted to arrive at the right customized combination of drugs for each patient.
The panel’s findings were presented to the health care team working with each patient. The physician for each patient then had the final decision on whether to recommend the treatment regimen, balancing the panel’s suggestions with other real-world factors, such as a patient’s insurance coverage, availability of drugs, and his or her treatment preference.
Ten patients decided to stick with unmatched treatment. But 73 participants received a customized combination therapy. As no two molecular profiles were identical, the customized treatment regimens varied from person to person.
Many people received designer drugs targeting particular genetic alterations. Some also received checkpoint inhibitor immunotherapies to unleash the immune system against cancer. Four people also were treated with hormone therapies in combination with molecularly targeted drugs. In all, most regimens combined two to five drugs to target each cancer profile.
Participants were followed until their cancer progressed, they could no longer take treatment, or they died. For each person, the researchers calculated a “matching score,” roughly defined as the number of molecular alterations matched to administered drug(s), with some further calculations.
The evidence showed that those with matching scores greater than 50 percent, meaning more than half of a tumor’s identified aberrations had been targeted, were more likely to have stopped the progression of their cancers. Importantly, half of patients with the higher matching scores had prolonged stable disease (six months or longer) or a complete or partial remission. Similar results were attained in only 22 percent of those with low or no matching scores.
These encouraging results suggest that customized combinations of targeted treatments will help to advance precision oncology. However, there are still many challenges. For example, many of the combinations used in the study have not yet been safety tested. The researchers managed the potential risk of toxicities by starting patients on an initial low dose and having their physicians follow them closely while the dose was increased to a level well-tolerated by each individual patient.
And indeed, they saw no evidence that those receiving a greater proportion of “matched” drugs (i.e. those with a higher matching score) were more likely to experience adverse effects than those who took fewer drugs. So, that’s an encouraging sign.
The researchers are now enrolling patients in a new version of the I-PREDICT trial. Unlike the initial plan, patients are now being enrolled prior to receiving any treatment for a recently diagnosed aggressive, often-lethal form of cancer. The hope is that treating patients with well-matched, multi-drug treatment combinations early will yield even better results than waiting until standard treatment has failed. If correct, it would mark significant progress in building the future of precision oncology.
Reference:
[1] Molecular profiling of cancer patients enables personalized combination therapy: the I-PREDICT study. Sicklick JK, Kato S, Okamura R, Schwaederle M, Hahn ME, Williams CB, De P, Krie A, Piccioni DE, Miller VA, Ross JS, Benson A, Webster J, Stephens PJ, Lee JJ, Fanta PT, Lippman SM, Leyland-Jones B, Kurzrock R. Nat Med. 2019 Apr 22.
Links:
Precision Medicine in Cancer Treatment (National Cancer Institute/NIH)
Study of Molecular Profile-Related Evidence to Determine Individualized Therapy for Advanced or Poor Prognosis Cancers (I-PREDICT) (Clinicaltrials.gov)
Razelle Kurzrock (University of California, San Diego)
Jason Sicklick (University of California, San Diego)
NIH Support: National Cancer Institute
All of Us Needs All of You
Posted on by Dr. Francis Collins
I’ve got some exciting news to share with you: as of May 6, 2018, NIH’s All of Us Research Program is open to everyone living in the United States, age 18 and older. That means that you, along with your family and friends, can join with 1 million or more Americans from all walks of life to create an unprecedented research resource that will speed biomedical breakthroughs and transform medicine.
To launch this historic undertaking, All of Us yesterday held community events at seven sites across the nation, from Alabama to Washington state. I took part in an inspiring gathering at the Abyssinian Baptist Church in New York’s Harlem neighborhood, where I listened to community members talk about how important it is for everyone to be able to take part in this research. I shared information on how All of Us will help researchers devise new ways of improving the health of everyone in this great nation.
Got a Great Research Idea? “All of Us” Wants to Hear It!
Posted on by Dr. Francis Collins
One of the boldest undertakings that NIH has ever attempted, the All of Us Research Program has been hard at work in a “beta” testing phase, and is now busy gearing up for full recruitment in the spring. This historic effort will enroll 1 million or more people in the United States to share information about their health, habits, and what it’s like where they live. This information will be part of a resource that scientists can use to accelerate research and improve health. How? By taking into account individual differences in lifestyle, environment, and biology, researchers will uncover paths toward realizing the full potential of precision medicine.
Before embarking on this adventure, All of Us is reaching out to prospective researchers, community organizations, and citizen scientists—including people just like you—to get their input. Imagine that the project has already enrolled 1 million participants from all over the country and from diverse backgrounds. Imagine that they have all agreed to make available their electronic health records, to put on wearable sensors that can track body physiology and environmental exposures, and to provide blood samples for lab testing, including DNA analysis. Is there a particular research question that you think All of Us could help answer? Possible topics include risks of disease, factors that promote wellness, and research on human behavior, prevention, exercise, genetics, environmental health effects, health disparities, and more. To submit an idea, just go to this special All of Us web page.
Creative Minds: Designing Personalized Clinical Trials
Posted on by Dr. Francis Collins

Karina Davidson/Credit: Jörg Meyer
It might have been 25 years ago, but Karina Davidson remembers that day like yesterday. She was an intern in clinical psychology, and two concerned parents walked into the hospital with their troubled, seven-year-old son. The boy was severely underweight at just 37 pounds and had been acting out violently toward himself and others. It seemed as though Ritalin, a drug commonly prescribed for Attention Deficit Disorder, might help. But would it?
To find out, the clinical team did something unconventional: they designed for the boy a clinical trial to test the benefit of Ritalin versus a placebo. The boy was randomly assigned to take either the drug or placebo each day for four weeks. As a controlled study, neither clinical staff nor the family knew whether he was taking the drug or placebo at any given time. The result: Ritalin wasn’t the answer. The boy was spared any side effects from long term administration of a medication that wouldn’t help him, and his doctors could turn to other potentially more beneficial approaches to his treatment.
Davidson, now an established clinical psychologist at the Columbia University Irving Medical Center, New York, wants to take the unconventional approach that helped this boy and make it more of the norm in medicine. With support from a 2017 NIH Director’s Transformative Research Award, she and her colleagues will develop three pilot computer applications—or digital platforms—to help doctors conduct one-person studies in their offices.
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