Validation of a criterion-based screening and triage pathway for adult ADHD: a prospective observational study of safety and operational efficiency

BackgroundThe increasing demand for adult attention-deficit hyperactivity disorder (ADHD) assessments has required the development of efficient triage pathways. This study provides a formal assessment of a criterion-based screening model designed to prioritise patient safety and operational efficiency within a National Health Service (NHS) specialist secondary care setting.MethodsA prospective observational validation design was employed, involving 49 consecutive adults referred for ADHD assessment none of whom had a previous ADHD diagnosis. The Comprehensive ADHD Screening Questionnaire (CASQ), a clinician-administered instrument based on DSM-5 criteria, was utilised by four trained Physician Assistants. To ensure an assessment of triage safety, a universal assessment model was adopted: all participants received a blinded, gold-standard diagnostic assessment (NICE-compliant) regardless of the initial triage recommendation thereby eliminating verification bias. The primary outcome measure was the Number Needed to Harm (NNH), defined as the number of people screened before a single false-negative result occurs.ResultsOf the 48 participants who completed the diagnostic process, six (12.5%) received an ADHD diagnosis. The triage pathway correctly identified all six cases, resulting in a sensitivity of 100.0% (95% CI: 61.0%–100.0%) and an infinite NNH. Specificity was 45.2% (95% CI: 31.2%–59.9%), with a positive predictive value of 20.7%. The pathway permitted 39.6% (n = 19) of referrals to be triaged to alternative pathways rather than full ADHD assessment, potentially saving significant specialist clinician time. Exploratory analyses indicated that score magnitude did not reliably distinguish between true and false positives within the group triaged as appropriate for further assessment.ConclusionsThese preliminary findings suggest that criterion-based screening conducted by appropriately trained non-specialist clinicians can achieve high levels of safety whilst improving service efficiency. The findings support the feasibility of task-shifting models in adult ADHD services, provided that triage thresholds are calibrated to prioritise sensitivity. These results require replication in adequately powered multi-site studies before firm conclusions regarding pathway safety can be drawn. Further research is required to establish inter-rater reliability and cost-effectiveness across diverse clinical settings.

Protracted encephalopathy and subacute combined degeneration associated with chronic nitrous oxide use: a case report

Nitrous oxide is a dissociative hallucinogen that is increasingly used recreationally, in part due to its widespread availability. Its use is known to cause subacute combined degeneration via inactivation of vitamin B12; it may also result in acute delirium and chronic progressive encephalopathy. Though current practice guidelines call for treatment of neurological sequelae of nitrous oxide use with vitamin B12 supplementation, a paucity of long-term outcome data limits our ability to guide extended courses of treatment. In this report, we discuss a case of protracted encephalopathy associated with nitrous oxide use. We track the response to vitamin B12 supplementation in the hospital setting using the Mini-Mental Status Exam to assess the severity and improvement of cognitive impairment. We also review the patient’s comorbid medical and psychiatric conditions, which complicate diagnosis and treatment planning in this patient population.

Adoption of Digital Mental Health Interventions in National Health Service England, Scotland, and Wales: Freedom of Information Questionnaire Study

<strong>Background:</strong> Digital mental health interventions (DMHIs) have been widely promoted to improve access to mental health care within the UK National Health Service (NHS), particularly following the COVID-19 pandemic. In 2015, a total of 48 technologies were reportedly used in NHS services in England, but over the past decade, substantial changes to regulatory requirements, evidence standards, and procurement processes have reshaped the digital mental health landscape. There is limited clarity regarding which DMHIs are currently being formally procured and funded by NHS mental health services across the United Kingdom. <strong>Objective:</strong> This study aimed to identify and describe the DMHIs currently procured, contracted, or paid for by NHS mental health service providers in England, Scotland, and Wales for adult common mental health problems and to compare current procurement practices with findings reported in 2015. <strong>Methods:</strong> Freedom of Information requests were submitted to all NHS mental health trusts in England and all health boards in Scotland and Wales. Responses were collated and screened to provide an updated and extended record of which technologies are reportedly procured or paid for by services. <strong>Results:</strong> In total, 19 different DMHIs were identified as being procured across mental health service providers for adult common mental health problems at the time of data collection. This demonstrates a substantial reduction in the number of technologies being adopted into practice compared to the 48 reported in England in 2015. The findings reveal several key insights, including that only 2 technologies have remained in use for a decade, and they shed light on the types of technologies being selected and the variations in procurement practices among the 3 national health services. <strong>Conclusions:</strong> Despite the expansion of the digital mental health marketplace, the number of DMHIs formally procured by NHS mental health services has markedly decreased over the past decade. This consolidation may reflect increased selectivity and the adoption of higher-quality products, driven by strengthened regulatory oversight, evidence standards, and national guidance. Although these developments may enhance safety and quality assurance, they also raise important questions about innovation, market sustainability, and equitable access to digital mental health care. Ongoing monitoring of procurement practices is needed to inform policy, service design, and the future development of DMHIs.

Generative AI–Assisted Microlearning for Erectile Dysfunction Myth Reduction: Single-Center Pre–Post Quasi-Experimental Study

Background: Erectile dysfunction (ED) is strongly influenced by persistent misconceptions that delay help-seeking and limit engagement with effective care. Patient-centered digital strategies, including generative artificial intelligence (AI) microlearning, may improve sexual-health knowledge; however, real-world evidence in urological practice remains sparse. Objective: This study aimed to evaluate whether a clinician-supervised generative AI microlearning video improves ED-related knowledge in adult men attending routine outpatient care. Methods: This single-center pre–post quasi-experimental study included 200 adult men in a university urology clinic. Participants completed an 8-item ED myth questionnaire immediately before and after watching a 3-minute educational video. The narration script was drafted using a large language model (ChatGPT) and iteratively reviewed by urologists for accuracy and cultural appropriateness. The primary outcome was the within-participant change in total correct responses (0‐8). Subgroup analyses assessed effects across age (<40 years vs ≥40 years), education level, and self-reported ED. Paired analyses and multivariable logistic regression were used (α=.05). Results: All participants completed the intervention (mean age 44.0, SD 11.6 years). Total mean correct responses increased from 3.77 to 6.56 (mean difference 2.79; <.001), indicating a large effect (Cohen =1.52). Knowledge gains were consistent across subgroups, with greater improvements among those with lower education. Self-reported ED was independently associated with lower odds of achieving ≥2-point improvement (odds ratio 0.46, 95% CI 0.26‐0.81; =.01). No adverse events or technical difficulties occurred. Conclusions: A brief clinician-supervised generative AI microlearning video was associated with substantial short-term improvements in ED myth–related knowledge in routine outpatient care. AI-assisted microlearning may represent a scalable adjunct to patient education during urological consultations. Future studies should evaluate long-term retention and behavioral outcomes.

ASGCT President Terry Flotte Touts Rare Disease Initiatives as His Term Ends

President of the American Society of Gene and Cell Therapy (ASGCT), Terry Flotte, MD, is excited to host this year’s conference in his own backyard. It will be a short drive east on the Mass Turnpike from his office at UMass Chan Medical School in Worcester to the Menino Convention and Exhibition Center in Boston’s Seaport district. Flotte is hopeful that the 2026 conference will draw the largest attendance in the meeting’s history. His tenure as president ends this week on the last day of the conference, May 15.

In the run-up to this year’s conference, GEN spoke with Flotte, who is also Editor in Chief of GEN’s sister journal Human Gene Therapy, about the central themes and most anticipated sessions at this year’s conference. “I have a full dance card, let me tell you,” Flotte joked. The conference will highlight several themes of Flotte’s productive tenure.

 

(This interview has been edited for length and clarity.)

 

GEN: Terry, what’s the theme of this year’s ASGCT conference?

Terry Flotte: We’re working very hard on access for rare and ultra-rare conditions and have been for some time. You’ll see that in the presidential symposium. This is in the context of our mission to improve access to rare disease cell and gene therapy (CGT). This is the guiding principle of our strategic plan: we want to work for universal access to CGT. There are two orthogonal axes to this: I’m focusing on rare and ultra-rare diseases. ASGCT is going to continue to work in parallel on universal access in a more global context.

We have created a first-of-its-kind exchange for shelved CGTs. An increasing number of CGTs for rare and ultra-rare diseases are being discontinued or deprioritized after they reach the clinical stage—not because they lack clinical efficacy but because they lack market viability. We have partnered with Orphan Therapeutics Accelerator to create a new entity called CGTxchange. This collaborative venture is meeting the need of these promising clinical-stage CGTs that are not progressing. This entity will be an AI-enabled digital platform that will list the available clinical-stage CGT programs and generate AI-enhanced profiles, digest the data, score them for their level of advancement and the robustness of their responses, and essentially shorten the due diligence that investors normally have to do, enabling the connections to work faster.

I estimate there’s at least 50-100 of these programs. We had our own personal experience with Sio Gene Therapies [formerly Axovant] on both GM1 and GM2 gangliosidosis. This is part of a broader set of initiatives. Over the past few years, we created a taskforce in response to this increasing rate of discontinuation of these therapies. The two main outgrowths that the ASGCT board has endorsed are to create a consortium of CGT developers that might be able to offer non-profits less expensive manufacturing in a limited way but also work toward a drug master file sharing data for those who benefit from the less expensive vectors—in addition to the clearinghouse I just mentioned.

 

 

GEN: What else is new this year?

Flotte: A new thing for ASGCT is we’re having a patient advocate presenting. Terry Pirovolakis pioneered the CGT therapy for spastic paraplegia type 50 (SPG50) by developing his own company, Elpida Therapeutics, which has taken SPG50 to the clinic and now is doing that for other rare and ultra-rare diseases.

The second example is from Claire Booth, MBBS, PhD, (Great Ormond Street Children’s Hospital, London). Her team has received market authorization to be the

pseudo-commercial manufacturer of a fully licensed therapeutic for different forms of SCID.

Those are two direct examples of alternatives to get things to the clinic, other than getting a new commercial sponsor. [Hopefully] we can end up getting more of those picked up, whether through the CGTxchange or direct outreach. We’re also going to honor Timothy Yu, MD, PhD, with the Jerry Mendell Translational Research Award. He will be talking about the N=1 Collaborative with the parallel effort with oligonucleotide therapeutics. There is a purposeful theme to this meeting, aiming to make a big change in how things can get to the clinic and stay in the clinic.

 

GEN: Last year in New Orleans, the conference was dominated by the Baby KJ story. Will anything stand out in the same way this year?

Flotte: We are honoring the three primary authors of the Baby KJ story—Kiran Musunuru, MD, PhD, Rebecca Ahrens-Niklas, MD, PhD, and Fyodor Urnov, PhD.

I have also selected the work of Lindsey George, MD (Children’s Hospital of Philadelphia) as a presidential abstract. She is going to present the first case of an AAV-induced tumor—or at least an aggressive and autonomously growing malignancy…. This occurred in an MPS1 patient who received a high dose of AAV into the ventricles. It is not exactly a meningioma, but it’s arising from the neuroepithelial cells lining the ventricles. The tumor has AAV integrated with a strong promoter immediately upstream of a known oncogene. I put that into the presidential lecture, even though it’s not good news—but I’m not a [gene therapy] campaign manager here! I think this is a significant finding that we’ll have to pay attention to.

Lindsey is not saying that nobody should ever do this again. She’s going to point out aspects of this that were very manageable and how this patient overall has a dramatically better outcome than they would have without the therapy. In a way, [this is] somewhat like when those leukemia cases developed in Europe in the early SCID [gene therapy] trials. It is in a way parallel to that.

 

GEN: This will be your last conference as president of ASGCT!

Flotte: Yes, it ends on May 15th! We only get to be president for one year. I started the Rare Disease Task Force as vice president. This was my cause over the past three years [as an officer]. I’m very pleased we were able to stand this up.

We have an actual corporation, a joint venture, 50% owned by ASGCT. We set up this manufacturing consortium. Somewhat related, we set up our own charitable foundation, the ASGCT Foundation. We will have our first event—a gala at the conference. It will have a lot of time to grow. The foundation has just been incorporated as a subsidiary not-for-profit.

 

GEN: How do you view things at FDA currently?

Flotte: We will have a fireside chat with the new director of CBER, Katherine Szarama, PhD. We are very encouraged—she’s a very highly trained professional. We love that FDA is paying a lot of attention to rare diseases, but we need some scientific and evidence-based guidelines on how to do this consistently. We’re looking to someone who has regulatory experience.

 

GEN: What else has got you and your colleagues in the gene therapy space excited of late?

Flotte: I’m hoping we’re going to better understand high-dose AAV toxicity… I think what we’ve got is several different syndromes, but many of them may have a common link… We’ve been seeing with high-dose AAV a very broad distribution, but the doses are incredibly high and there have been deaths—the DMD patient deaths that occurred in the first two weeks are the best-known examples, but there have been other ones.

In my lab, we’re trying to figure out the primary pathogenesis. We have found a number of situations with unexpected vector expression in the endothelial cells and then seeing vascular leakage into some of these tissues causing tissue injury. So, in the post-mortem analysis we helped on, we saw high expression in the lungs and alveolar capillaries. They had diffuse leakage into the capillaries leading to a syndrome known as acute respiratory distress syndrome (ARDS). But in some of the others where they’re seeing some complement activation, we think that small vessel injury could be a convergent pathway. Now, where does this come into play in the broader sense?

One of the holy grails of recent AAV gene therapy is to design an AAV capsule that efficiently crosses the blood-brain barrier. Many diseases that are appropriate for AAV are diseases of the central nervous system (CNS). You can think of, for instance, the easiest cells to access in the CNS are the spinal motor neurons, hence the SMA1 treatment, Zolgensma. So, if you treat an SMA newborn, that is essentially solved or at least adequately solved. But in none of the diseases that affect the brain have we seen an IV gene therapy that is robustly efficacious—just giving an AAV at a high enough dose to get across the blood-brain barrier. Many different companies are trying to develop AAV capsids that will penetrate the blood-brain barrier, the first one that got to clinic was a vector designed by Capsida Biotherapeutics. But the first patient treated on the Capsida trial developed cerebral edema and died.

One of the important challenges for the field is to understand if we can separate a blood-brain barrier penetration from endothelial cell toxicity, because you could think perhaps a vector designed to get through the blood-brain barrier could cause injury as it crosses to the endothelial cells in the brain. I think there may be ways around this, but to me this is a central issue because the CNS is affected in so many single-gene disorders. The parents see a child who has a disability or degenerating, as in Tay-Sachs, and they want to be able to do an IV therapy. They don’t want to have to have a direct brain injection or some other invasive intervention. So that’s what I’m looking for at ASGCT 2026.

 

 

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