Fully Anonymized Digital Health Data Acquisition in a Research Partnership Using a Blinded Deidentification Proxy in the HerzFit App: Implementation Study
Background: The European General Data Protection Regulation (GDPR) strictly regulates the processing of personal and health-related data, posing challenges for digital health research, especially when data are collected using participants’ own devices. Although scientific data can theoretically be anonymized, standard internet communication protocols inevitably expose transmission metadata, preventing true anonymization. Existing solutions, including virtual private networks, reverse proxies, and trust centers, improve confidentiality but do not technically or legally enable fully anonymized data collection. Consequently, large-scale digital health research often requires extensive organizational measures, complex consent procedures, and high regulatory overhead. Objective: This study aimed to develop a GDPR-compliant concept for fully anonymized scientific data collection, ensuring that no entity has simultaneous access to identifying information and donated data. We also implemented and evaluated this concept in a real-world public-private partnership. Methods: We designed a data donation architecture based on a blinded deidentification proxy that decouples identifying transmission metadata from encrypted user data at the time of donation. The concept combines symmetric (Advanced Encryption Standard-128 in Cipher Block Chaining) and asymmetric (Rivest-Shamir-Adleman with Optimal Asymmetric Encryption Padding) encryption, enabling end-to-end encrypted and anonymized data transfer without persistent identifiers. The system was integrated into the HerzFit app, a mobile lifestyle coach for cardiovascular disease prevention available in German-speaking countries, and evaluated for adoption, technical feasibility, and performance. Performance overhead was assessed using round-trip time benchmarks. Duplicate donations were identified and merged to estimate unique data donors. Results: The solution was integrated and tested in the HerzFit app with more than 200,000 downloads between April 2022 and December 2025. Since the introduction of the data donation feature, more than 13,000 donations have been received, translating to more than 9000 individual users contributing anonymized datasets. Proxy-based transmission resulted in an average round-trip time of 143 ms, compared to 58 ms for direct transfer, representing a modest overhead while maintaining usability. The operator of the donation database did not gain access to identifying information at any stage, demonstrating full technical anonymization. The approach can be operated reliably at scale with minimal server resources due to the stateless proxy design. Conclusions: This work introduces a novel system architecture enabling fully anonymized, GDPR-compliant data donation directly from participants’ devices. By decoupling identifying metadata from encrypted health data, the concept minimizes regulatory effort, strengthens privacy protection, and provides a practical framework for large-scale digital health research in research partnerships, for example, between a private company and a research institution. The real-world deployment in HerzFit demonstrates the feasibility, scalability, and scientific utility of this approach. The concept is broadly transferable to other mobile health apps and has the potential to substantially expand ethically and legally compliant data acquisition.
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Examining the Influence of Social Network Factors on Weight Loss Among Latina and Non-Hispanic White Breast Cancer Survivors: Observational Cohort Study
A Sustainable Lifestyle Intervention Among Office Workers: Cluster Randomized Pilot and Feasibility Study
Background: Society faces multiple challenges, including lifestyle diseases and global climate change. Framing health education within sustainable development may enhance motivation for behavior change because proenvironmental behaviors, as well as healthy behaviors, often rely on the same behavior change principles. Combining these perspectives may therefore reinforce health behaviors and climate-friendly choices. Objective: This pilot study aims to explore changes in dietary intake, diet-related carbon footprint, and physical activity among office workers receiving sustainable plus healthy lifestyle (sustainable lifestyle arm) or healthy lifestyle education (healthy lifestyle arm) alone. It also aims to assess the feasibility of the intervention functions, including workshop attendance rate, participants’ dietary goals, social support, and facilitators and barriers to behavior change. Methods: A 2-armed participant-blinded cluster randomized study, including an experimental intervention arm (sustainable lifestyle; n=19) and a control intervention arm (healthy lifestyle; n=14), was conducted in Sweden. The study lasted 8 weeks and included 6 workplace-based workshops and was framed by the behavioral change wheel and the socioecological model. Diet, carbon footprint, and physical activity were assessed using the web-based questionnaires Meal-Q and Active-Q. Attendance rate, individual goals, social support, and facilitators and barriers were assessed using printed questionnaires. Results: The reduction of total diet-related carbon dioxide equivalents (COe) was 0.8 kg and 0.4 kg per day for the sustainable and healthy lifestyle arm, respectively. Also, there was a statistically significant interaction between time and lifestyle when the carbon footprint was expressed as a qualitative aspect of diet, that is, COe kg per 1000 kcal per day (=.05). Moreover, the intake of vitamin C, a marker for fruits and vegetables, increased to 8.0 and 12.5 mg per 1000 kcal per day for the sustainable and healthy lifestyle arms, respectively. In addition, total sedentary time decreased by 0.4 hours per day in the sustainable lifestyle arm, but not in the healthy lifestyle arm. This indicates that the educational workshops in respective arms had different impacts on health behavior over time. Minor differences were found in dietary goals, with the sustainable lifestyle arm setting more goals related to ecological and vegetarian foods. No differences were seen between arms regarding barriers or facilitators. Conclusions: This study suggests that embedding healthy lifestyle recommendations within a sustainable development context may be an efficient way to reduce carbon footprint and increase healthy behavior among office workers. Given the ongoing global epidemic of metabolic diseases, climate change, and environmental degradation, promoting a sustainable lifestyle in a workplace context has the potential to counteract these trends. Trial Registration: ClinicalTrials.gov NCT06698094; https://clinicaltrials.gov/study/NCT06698094
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Human Antibodies Identified That Have Potential To Prevent and Treat Measles Virus
Scientists at La Jolla Institute for Immunology (LJI) say they are the first in the world to characterize human monoclonal antibodies (mAbs) capable of neutralizing measles virus (MeV). The antibodies, derived from the memory B immune cells of an individual who had previously received the MMR vaccine years previously, bind to key hemaggglutinin (H) and fusion (F) surface virus proteins, preventing viral entry into host cells.
The researchers, headed by Erica Ollmann Saphire, PhD, LJI professor, president, and CEO, say the new panel of human antibodies may form the basis for future medical therapies against measles infection. In their newly reported study the team showed that an infusion of the antibodies resulted in 500-fold lower viral load in a rodent model of measles infection.
“These antibodies work as prophylaxis—to protect from initial infection—and they work after viral exposure as a treatment to fight measles infection, said Saphire. “It may be possible to give someone an infusion of these antibodies and deliver the immune response they wish they had.”
In their study (“Human neutralizing antibodies targeting the measles virus hemagglutinin and fusion surface proteins”) reported in Cell Host & Microbe, the team concluded “Characterization of these fully human mAbs provides avenues for prophylactic or therapeutic intervention against re-emerging MeV.”
Measles virus is “… a highly transmissible paramyxovirus, can cause severe complications and death, particularly in infants and young children,” the authors wrote. “A live-attenuated vaccine derived from a genotype A MeV strain provides vaccinees with lifelong immunity and protective antibodies against all 24 MeV genotypes in circulation.”
However, in recent years, decreased vaccination rates have led to deadly measles outbreaks across the U.S. and around the world. This sharp rise in measles cases is especially dangerous for the millions of people who cannot receive a measles vaccine. While the measles vaccine is incredibly safe and effective, it does contain a live, weakened virus. This means that people who have compromised immune systems, such as those who are pregnant or receiving chemotherapy, including children, cannot receive the vaccine. The very young are also at risk. Infants must wait until they are 12 months old to be vaccinated, and most children in the U.S. aren’t fully vaccinated against measles until they are six years of age.
“There are a growing number of people that can’t be vaccinated or haven’t been fully vaccinated,” said Saphire. “The very same people who can’t be vaccinated or can’t be vaccinated yet, are the same people for whom a measles virus infection would be the most severe—or be lethal.”
Until recently, enough people were vaccinated against measles virus that the risk of exposure for this unvaccinated group was very low. Unfortunately, that community protection—herd immunity, is no longer. LJI scientists are on a mission to find treatment options for the most vulnerable.
There are currently no measles-specific therapies to help patients. The new study shows that monoclonal antibody therapies may may be a feasible option. Monoclonal antibody treatments contain many copies of a neutralizing antibody, and are widely used for a variety of infectious diseases. Even infants receive monoclonal antibody therapies each year to prevent respiratory syncytial virus (RSV).
To design a monoclonal antibody treatment for measles, researchers need a clear picture of how human antibodies fight the virus. However, as they noted, “Despite the global presence of MeV and widespread use of the vaccine, few studies have mapped the human antibody response. We do not yet know how human antibodies, from either measles vaccination or natural infection, recognize and protect against the virus.”
Saphire and her colleagues began by harnessing an imaging technique, cryo-electron microscopy (cryo-EM), to capture the first-ever glimpses of how antibodies bind to the measles virus. They started by examining mouse antibodies, and published that work in a recent paper. That initial study showed where measles virus is vulnerable to antibody attack. The mouse antibodies, the researchers showed, latched onto the virus fusion protein, to block viral entry into a cell.
To find out whether human antibodies could do the same thing, the researchers analyzed blood from a clinical research volunteer. “We evaluated 15 MMR-vaccinated donors for their polyclonal MeV responses to identify individuals with vaccine-induced, protective, circulating antibodies,” they explained. The 56-year-old female volunteer they selected had been vaccinated against measles many years before, and already had antibodies ready to fight measles virus. This individual “… demonstrated the highest polyclonal response and the most H- and F-reactive memory B cells.”
From the one blood sample, the LJI scientists isolated antibodies that bind to the measles virus fusion protein, along with other antibodies that bind to the virus hemagglutinin protein. They then captured 3D images of these antibodies bound together with the measles virus. “We found that these antibodies are exceptionally potent,” said study first author, LJI Instructor Dawid Zyla, PhD. “Two orders of magnitude better than comparable molecules reported at conferences.”
Measles virus is a shape-shifting virus. When it meets a human cell, it unfolds to reveal viral machinery that fuses with the host cell membrane. The new study shows that antibodies targeting the fusion protein work by locking the protein in place, leaving the virus unable to shape shift and infect a host cell. The next step was to test these antibodies in a preclinical animal model. Study collaborators at The Ohio State University carried out key experiments in cotton rats. They found that all four lead antibodies reduced viral load when given either before measles exposure or within 24 to 48 hours after measles virus infection. One antibody, designated 3A12, which binds to a site on the F protein, rendered the circulating virus actually undetectable.
While more work needs to be done, the researchers see these antibodies as promising tools in the fight against measles. Their new images of the antibody structures provide the materials needed to make the world’s first before- or after exposure treatment for measles virus. “Now we know what we’re aiming for, and we have the antibodies we need,” said Saphire.
In their paper the authors stated, “The protective mAbs identified here target four distinct, non-competing epitopes, and may be combined as cocktail therapies to enhance treatment potency, maintain durable protection, and reduce the risk of viral escape.… these human mAbs themselves, which recognize conserved sites and inhibit measles by complementary mechanisms, represent a basis to develop a treatment that is urgently needed as measles virus infections surge globally.”
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Oral Small-Molecule GLP-1s Linked to Deep Brain Activity and Reduced Cravings in Mice
Interest in glucagon-like peptide 1 receptor agonists (GLP-1s) continues to surge due to their effectiveness in reducing body weight and improving metabolic outcomes. This includes interest in small molecule oral GLP-1s which are more bioavailable and more easily manufactured than their injectable counterparts.
Now data from a new study in mice performed by scientists at the University of Virginia shows that this emerging class of weight-loss drugs suppress hedonic eating by modulating a reward circuit deep in the brain that is separate from previously described mechanisms that broadly affect appetite. The scientists believe that this pathway could be an avenue by which GLP-1s treat other dysfunctions in reward processing such as substance use disorders.
Details of the National Institutes of Health-funded study were published this week in a Nature paper titled “A brain reward circuit inhibited by next-generation weight-loss drugs in mice.” In it, the team reported that they investigated the small-molecule GLP-1s including Eli Lilly’s recently approved drug orforglipron, also known by the brand name Foundayo, as well as danuglipron, an oral GLP-1 that was being developed by Pfizer until the company decided to discontinue its development in 2025.
Previous studies that explored the effects of larger peptide GLP-1s such as semaglutide in the brain have found that they suppress hunger-driven eating by engaging networks in the hypothalamus and hindbrain. What has been less clear is the mechanism by which small-molecule GLP-1s work. “As the accessibility of these medications continues to rise and patient uptake increases, it’s crucial that we understand the neural mechanisms underlying the effects we’re seeing,” said Lorenzo Leggio, MD, PhD, clinical director of NIH’s National Institute on Drug Abuse.
The current study gets scientists one step closer to that goal. According to the paper, the scientists first used gene editing to modify the GLP-1 receptors of mice to make them more humanlike. They then administered orforglipron or danuglipron to the mice, and identified brain regions where the drugs induced activity. The results showed that in addition to inducing activity in familiar pathways, the drugs also triggered the central amygdala, a region associated with desire that is deeper in the brain than scientists previously thought GLP-1s could directly reach. Further testing showed that once activated, the central amygdala reduced the release of dopamine into key hubs of the brain’s reward circuitry during hedonic feeding.
“We’ve known that GLP-1 drugs suppress feeding behavior driven by energy demand,” said co-corresponding author Ali Guler, PhD, a professor of biology at the University of Virginia. “Now it seems oral small-molecule GLP-1s also dial back eating for pleasure by engaging a brain reward circuit.”
Given the effect of these drugs on eating for pleasure, future studies could explore whether small-molecule GLP-1s can also suppress cravings for other addictive substances. It is a question that the team hopes to explore in follow up studies focused specifically on substance use disorder.
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Examining Sensory Systems That Contribute to Falls in Parkinson Disease Using Computerized Dynamic Posturography: Secondary Analysis
In a retrospective study of 40 individuals with Parkinson disease, lower visual equilibrium scores (as measured by the sensory organization test, condition 2) were significantly associated with a higher frequency of falls.
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Reduced Glaucoma Risk Connected to Migraine Medication Use
Individuals with migraines have been known to have a higher risk of glaucoma development, and a new study published in Neurology suggests that use of preventative medication for migraines may be connected with reduced instance of glaucoma development.
“Glaucoma is a leading cause of blindness, and evidence has linked migraine with an increased risk of glaucoma, with both conditions affecting the capacity of the blood vessels in the brain to alter blood flow in response to stimuli,” said the study lead, Chien-Hsiang Weng, MD, clinical associate professor at Brown University.
Weng and his team surmised that drugs that help to regulate blood vessel function to prevent migraines may also help prevent the development of glaucoma. The researchers focused on assessing the efficacy of calcitonin gene-related peptide inhibitors (CGRPi), which included six medications: erenumab, fremanezumab, galcanezumab, eptinezumab, atogepant, and rimegepant.
“Since CGRP inhibitors help regulate blood vessel contraction and inflammation in the nervous system, there has been hope that these drugs could benefit eye health in people at risk of glaucoma,” said Weng.
In this retrospective cohort study, the researchers collected data from a healthcare database including individuals who were prescribed migraine prevention drugs with at least one refill between 2018 and 2024. These individuals were tracked for three years to identify glaucoma diagnoses.
The researchers analyzed data from over 73 thousand participants, 36,822 of which were prescribed drugs from the CGRPi group to prevent migraine, and an equivalent number of people prescribed non-CGRPi drugs (including valproate, topiramate, flunarizine, candesartan, lisinopril, metoprolol, propranolol, nadolol, amitriptyline and venlafaxine). To prevent confounding the data, the researchers point out that “Crossovers were not allowed, and the non-CGRPi group included only individuals who never used CGRPi.”
Primary analysis using the Cox proportional hazards model showed that within the first three years from the first prescription of the migraine medication, 153 people (0.42%) in the CGRPi group developed glaucoma, compared to 223 people (0.61%) of those in the non-CGRPi group.
When adjusted for glaucoma risk factors including migraine frequency, history of high blood pressure, and age, individuals taking CGRPi drugs have a 25% lower risk of developing glaucoma compared with those taking the non-CGRPi drugs.
Not all CGRPi drugs showed equal effectiveness in reducing the risk of developing glaucoma. The authors specify that “only users of monoclonal antibody CGRPi show a reduced risk of glaucoma compared with non-CGRPi users (HR 0.77; 95% CI 0.61–0.98).”
Additionally, not all participants responded to the CGRPi medications equally. “The reduced risk of glaucoma associated with CGRPi is also observed in older adults, women, and those with chronic migraine or migraine without aura.”
This study presented a broad overview of the comparison of the potential effectiveness of two drug groups in preventing glaucoma. While this study shows a promising correlation between reduced risk of developing glaucoma when some individuals use specific CGRPi drugs, more directed and focused studies would be required to confirm a causative impact of CGRPi treatment reducing glaucoma risk.
“Further studies are needed to confirm these results, but the findings may help us better understand both migraine and glaucoma,” confirmed Weng.
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Digital PCR Playbook: Applications and Challenges Across Research and Clinical Labs
Alex Zevin, PhD
Director, Genomics Shared Resource
Fred Hutchinson Cancer Center
Panelist
Alex Zevin, PhD
Alex Zevin, PhD, began serving as the director of the Genomics Shared Resource at Fred Hutch in December 2022. Before that, he was a research scientist at ArcherDX where he developed NGS in vitro diagnostic devices including several clinical trial assays and an approved companion diagnostic. He also previously worked at InBios International and developed a rapid test for detection of anthrax.
Zevin has a bachelor’s degree in biochemistry from Colorado State University and a PhD in molecular biology from Arizona State University where he developed methods to characterize bacterial communities in engineered systems and conducted postdoctoral research at the University of Washington studying host-microbe interactions in non-human primate models.
- Time:
Digital PCR has emerged as a powerful approach for precise nucleic acid quantification, but it is constrained by limited dynamic range and the difficulty of multiplexing. Newer platforms, like Countable Labs’ single-molecule counting PCR, address both by offering precise quantification across a broad range of target abundances while simplifying multiplexing through single-molecule isolation and fluorescent imaging across millions of spatially fixed compartments.
In this GEN webinar, Alex Zevin, PhD, director of Fred Hutchinson Cancer Center’s Genomics Shared Resource, draws on hands-on experience with managing a suite of nucleic acid quantification technologies, including standard qPCR, digital droplet PCR, and Countable PCR, to share practical guidance for labs considering or expanding their PCR quantification capabilities. Key insights from the webinar include:
- How single-molecule counting differs from conventional digital PCR—and the sensitivity, precision, and multiplexing advantages it enables
- Real-world applications suited to single-molecule counting PCR, including validating NGS results, replacing or supplementing existing assays, and generating clinically actionable data
- Common challenges for converting qPCR and dPCR assays to single-molecule counting PCR, and how to overcome them
A live Q&A session will follow the presentations offering you a chance to pose questions to our expert panelist.
Produced with support from:
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Broader Immune Targeting Increases Immunotherapy Benefit in Colorectal Cancer
Researchers at the Icahn School of Medicine at Mount Sinai and the Mount Sinai Tisch Cancer Center have identified a potential strategy to overcome resistance to immunotherapy in colorectal cancer (CRC) by restoring coordinated interactions between T cells and macrophages within the tumor microenvironment. The findings, published in Cell Reports Medicine, suggest that durable responses to immune checkpoint blockade (ICB) depend not only on activating T cells, but also on reestablishing communication between immune cell populations that work together to eliminate tumors. The study showed that a combination strategy targeting TREM2, LAG3, CTLA4, and PD-1 achieved up to 100% tumor clearance in mismatch repair-deficient colorectal cancer models and more than 70% clearance in mismatch repair-proficient tumors, which are typically resistant to immunotherapy.
“Our findings show that it’s not enough to simply activate the immune system,” said co-senior author Nina Bhardwaj, MD, PhD, director of immunotherapy and professor of medicine at the Icahn School of Medicine. “You also need to restore the communication between immune cells so they can work together effectively against the tumor.”
Currently, anti-PD-1 therapies improve outcomes in some patients with mismatch repair-deficient tumors, but about half of patients with advanced mismatch repair-deficient CRC and most mismatch repair-proficient colorectal cancers fail to respond. In this study, researchers searched for ways to define the immune resistance pathways that limit responses and determine which pathways would need to be targeted simultaneously to overcome immune escape and generate immune memory.
To understand the mechanisms of resistance, the team used orthotopic and patient-derived colorectal cancer models along with murine tumor models and human mismatch repair-deficient colorectal cancer spheroid cultures. The study employed single-cell transcriptomics, spatial analyses, spectral flow cytometry, machine learning, and imaging approaches to characterize immune cell populations and their interactions within tumors.
The analysis of the data identified distinct immune signatures associated with treatment response and resistance. Tumor control during anti-PD-1 therapy was associated with colocalization of MHC-positive, C1Q-positive, CXCL9-positive macrophages and TCF-positive, PRF1-positive T cells. By contrast, resistant tumors contained exhausted T cells expressing TIM3, LAG3, TIGIT, and PD-1, as well as TREM2-positive macrophages concentrated in regions that excluded T cells.
The findings provides a new understanding of effective immunotherapy responses by showing that robust checkpoint blockade activity requires coordinated interactions among multiple immune cell types and not just activation of T cells alone. Specifically, it showed that macrophage remodeling and communication between macrophages and T cells are central components of successful anti-tumor immunity.
In lab studies, the team tested several therapeutic targets individually and in combination, including PD-1, TIM3, TIGIT, LAG3, CTLA4, TREM2, and IFITM. Single-agent targeting of TIM3, TIGIT, LAG3, TREM2, or PD-1 limited tumor growth in mismatch repair-deficient colorectal cancer models, but responses improved when therapies were combined.
The most effective treatment combined blockade of PD-1, LAG3, CTLA4, and TREM2. This approach increased complete tumor elimination rates to as high as 100 percent in mismatch repair-deficient colorectal cancer models and up to 73 percent in mismatch repair-proficient models. Anti-PD-1 monotherapy achieved no complete tumor responses in the models studied.
“This study highlights that overcoming immunotherapy resistance requires more than targeting a single pathway,” said co-senior author Robert M. Samstein, MD, PhD, associate professor of radiation oncology, and immunology and immunotherapy, at the Icahn School of Medicine. “By addressing both T cell dysfunction and the suppressive tumor environment, we can begin to design more effective combination strategies that have the potential to benefit a much broader group of patients.”
The findings build on prior evidence suggesting that T cell exhaustion and suppressive myeloid cells contribute to immune resistance. Earlier research had linked TCF-positive T cells to anti-PD-1 responses in melanoma and associated IL1B-positive monocytes and TREM2-positive macrophages with resistance in CRC and other tumor models.
Importantly, the study found that in mouse models where the initial tumors had been completely eliminated after checkpoint-targeted therapy were also protected against a second tumor inoculation, indicating that the combined approach generated sustained anti-tumor immunity that could reduce recurrence risk.
“This approach effectively reprograms the tumor microenvironment,” said first author Guillaume Mestrallet, PhD, a postdoctoral researcher at Mount Sinai. “By simultaneously reinvigorating T cells and targeting suppressive macrophages, we were able to restore immune coordination and generate powerful anti-tumor responses.”
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