Development of a Mobile Terminal-Based Intelligent Detection System for Multiple Anterior Segment Diseases of the Eye

Conditions: Artifical Intelligence; Cataract; Pterygium; Keratopathy; Subconjunctival Hemorrhage; Conjunctivitis; Stye; Blepharitis; Entropion; Ectropion; Exophthalmos; Irregular Pupils; Conjunctival Concretions; Hyphema; Hypopyon; Corneal Transplant Status

Interventions: Device: Smartphone-based on-device artificial intelligence system for anterior segment eye disease screening

Sponsors: Zhongshan Ophthalmic Center, Sun Yat-sen University

Recruiting

Defective HIV RNA Linked to Persistent Viremia During Long-Term ART

Antiretroviral therapy (ART) has enabled most people living with HIV to live long and healthy lives. However, a small portion of people experience detectable traces of the virus, known as nonsuppressible viremia (NSV), despite strict adherence to long-term treatment regimens and the absence of symptoms. The results of a study headed by researchers at Johns Hopkins University School of Medicine now suggest that most cases of NSV are explained by defective and noninfectious copies of the virus.

The study, which involved more than 50 people, found that while traces of HIV-1 RNA can persist in blood after optimal therapy, cases of non-suppressible viremia are driven by HIV-1 RNA with defects in a piece of the RNA known as 5’-leader. The team developed a digital PCR (dPCR) assay, CLAWS (Capturing 5′ Leader Anomalies Without Sequencing), that distinguishes intact from defective 5′L RNA.

“From a clinical perspective, this is important because people with HIV are taught that the absolute goal of their medication is to achieve undetectable viral load, and they worry,” said Francesco R. Simonetti, MBChBD, PhD, an assistant professor of medicine in the Division of Infectious Diseases at Johns Hopkins University School of Medicine. The new findings, said Simonetti and his team, should provide relief to many people living with HIV who fear a viral rebound or who are concerned about transmitting the virus to partners despite taking effective treatment.

Simonetti is senior and corresponding author of the team’s report in Nature Communications (“5′ leader defects drive persistent HIV-1 viremia on long-term ART”), in which they stated, “These findings identify 5′L-defective genomes as the predominant driver of NSV and establish CLAWS as a practical tool for monitoring viremia in clinical and cure-related settings.”Modern antiretroviral therapies, which date back to 1996, prevent HIV from infecting new populations of immune system cells, but aren’t able to retroactively prevent previously infected cells from releasing HIV viral particles. Since those cells usually represent a small portion of infected cells after a person is on stable therapy, most people with HIV (PWH) who take antiretroviral therapies are able to bring their viral loads to clinically undetectable levels in their blood.

However, in some cases, which are estimated to occur less than 1% of the time, people may experience clinically detectable levels after taking long-term antiretroviral drug therapy. “Traces of HIV-1 RNA can persist in plasma despite long-term suppressive antiretroviral therapy (ART), the authors stated. This could happen years later, or, in less frequent cases, they may have never achieved undetectable levels. “The sources of NSV remain poorly defined, in part due to limited tools to characterize plasma HIV-1 RNA,” the team continued. “NSV raises concerns for virologic failure, transmission, and immune activation, complicates ART management, causing anxiety and ultimately affecting the quality of life of PWH.”

For the newly reported study, the investigators examined blood samples from 52 people living with HIV who had detectable loads of the virus despite taking long-term antiretroviral drug therapy. These samples, which were assessed from 32 people and compared to an additional 20 samples, were collected between 2021 and 2025. The majority of participants were white men, between ages 58 and 68, and received care in the United States, Canada, and Denmark. The researchers found that most detectable forms of the virus, around 95%, were due to defective copies, and most defects were due to mutations or deletions in the 5’-leader region of HIV-1 RNA. This region is known to orchestrate the production of copies of the virus, but in this case, the defects prevented the generation of infectious virus.

“In 31 participants from the original NSV cohort and an additional 20 participants from the validation cohort, RNA transcribed from defective proviruses accounted for a median of 95% of plasma HIV-1 RNA, firmly establishing their central role in persistent viremia,” the investigators wrote in summary.

The study offers evidence that clinicians can now study the virus in blood plasma and confirm if clinically detectable levels are due to defective copies released from one or a few T-cell clones, said Simonetti. If so, he added, this could eliminate the need for extra medications and could prevent related complications. It could also help people living with HIV have access to surgeries or other procedures, such as hip or knee replacements or organ transplants, and participate in clinical studies if they know they have HIV under control.

“We know that these defective proviruses cannot infect new cells, but they are still clinically relevant,” said Simonetti. “Think of how many extra visits, extra drugs, extra costs, and tests they’ve been causing. It’s also clear from the new study that, over time on treatment, intact proviruses that make virus are pruned away, while defective ones escape the immune system,” he said. “Now we want to understand these differences in immune recognition to uncover HIV’s vulnerabilities.”

Similar to using a liquid biopsy to detect cancer mutations in DNA, the CLAWS assay developed by the researchers uses advanced technology to identify detectable viral loads that are due to defective copies. The method is cost-effective and can be broadly used in HIV clinics and research settings.

In their paper, the authors wrote in conclusion, “In summary, our results establish 5’L-defective proviruses as the major source of NSV and introduce CLAWS as a practical tool for dissecting persistent viremia. Beyond clarifying mechanisms of HIV-1 persistence, CLAWS provides immediate translational utility for clinical monitoring and HIV-1 cure research.”

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AI Reimagines Caffeine as a Molecular Off‑Switch for Engineered Cells

A cup of coffee can mean many things: a daily part of our routine, a moment of calm, a midday boost. But zoom in past the steam, past the roasted aromatics, down to the caffeine molecule itself, and a different story emerges. At the Texas A&M Health Institute of Biosciences and Technology, researchers have turned this everyday stimulant into something far more unexpected: a molecular “pause button” for engineered cells.

In a study published in the Journal of the American Chemical Society (JACS), the team unveiled CODS, a caffeine‑operated dissociation system built using AI‑guided de novo protein design. The paper, “AI‑Guided De Novo Design of a Caffeine‑Induced Protein Dissociation System,” describes how the group reprogrammed “an existing caffeine-responsive chemically induced proximity (CIP) module into a ligand-dependent dissociation system.”

AI is changing how we design biology,” said senior author Yubin Zhou, MD, PhD. “Instead of relying only on protein parts that already exist in nature, we can now design new mini proteins with specific behaviors. Here, we used AI to help turn caffeine into a precise trigger for controlling engineered cells.

caffeine molecular switch
A team of Texas A&M Health researchers led by Yubin Zhou, MD, PhD, is using caffeine to precisely control engineered cells, a step toward safer and more responsive therapies. [Texas A&M University]

The CODS system pairs a caffeine‑binding protein with a synthetic mini‑binder designed using the BindCraft platform. In the absence of caffeine, the two components stay locked together. Add caffeine, and the complex snaps apart, releasing the binder and shutting down the attached cellular function. As Tianlu Wang, PhD, a postdoctoral fellow in the Zhou lab, put it, “Many genetically-encoded molecular tools act like accelerators. CODS gives us something closer to a brake or pause button.

The team demonstrated CODS across several biological contexts. In engineered gene circuits, caffeine addition sharply reduced transcriptional activity. In a rewired pyroptosis pathway, caffeine triggered inflammatory cell death by freeing the active domain of gasdermin D. And in perhaps the most translational example, CODS served as a conditional deactivator for CAR T cells, temporarily dampening their activity without destroying the therapeutic cells.

Powerful therapies need powerful control,” Zhou said. “By combining AI‑designed proteins, high‑performance computing, and familiar small molecules, we are building a new language for communicating with engineered cells.

The design process itself leaned heavily on computation. Graduate student Brendan McKee led the AI‑guided binder design and molecular modeling, while Tatsuki Nonomura spearheaded the molecular engineering and live‑cell validation. The Texas A&M High Performance Research Computing service provided the infrastructure needed to run large‑scale simulations. “High‑performance computing was essential for this project,” Zhou noted. “It helped us move from a conceptual idea to a functional molecular switch much faster.

Although caffeine is not a therapeutic molecule, its safety and familiarity make it an appealing control signal. As Zhou emphasized, “Coffee will not replace medicine. But caffeine can help us imagine medicines that are more controllable, more responsive, and safer for patients. The researchers’ next steps include further testing in therapeutic cells, animal models, and disease-relevant settings before moving toward clinical use.

CODS now joins a growing toolkit of AI‑designed molecular switches, offering a blueprint for future systems responsive to other safe, accessible molecules. As programmable cell therapies advance, the ability to modulate them with something as simple as caffeine may prove unexpectedly powerful.

The authors report that a patent application covering the CODS platform has been filed by Texas A&M University, with Y.Z., T.N., B.M., and T.W. listed as inventors (U.S. Provisional Patent Application No. 64/022,078).

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Intellectual-cultural orientation of family environment and adolescent depressive symptoms: the mediating role of game addiction

IntroductionExisting data indicate that an increasing number of adolescents are becoming addicted to online games, while the prevalence of depressive symptoms within this demographic is also on the rise. Depression is a primary comorbidity associated with game addiction, but the influencing factors and mechanisms remain unclear. This study aims to explore the mediating role of game addiction in the relationship between the intellectual-cultural orientation of family environment and adolescent depressive symptoms.MethodsA cross-sectional study was conducted on 1,105 pairs of mothers and adolescents in a high school in Henan Province, China, through online investigation from November 17, 2021 to December 11, 2021. The intellectual-cultural orientation, game addiction and adolescent depressive symptoms were measured by the subscale of Intellectual-cultural orientation in Family Environment Scale, Game Addiction Scale for Adolescents and Children’s Depression Inventory respectively. The SPSS PROCESS macro 3.3 software was used to analyze the mediating effect.ResultsThe findings revealed that Intellectual-cultural orientation was negatively correlated with both adolescent game addiction and depressive symptoms. Game addiction served as a significant mediator between Intellectual-cultural orientation and depressive symptoms in adolescents. Furthermore, gender and annual household income significantly associated with the strength of the mediating effect of game addiction on the relationship between Intellectual-cultural orientation and adolescent depressive symptoms. Specifically, boys and adolescents from low-incomefamilies were more likely to suffer from game addiction.DiscussionThese findings suggest that future family based interventions aimed at preventing adolescent depression should specifically target the reduction of game time, particularly among boys and adolescents from low-income families.