Abstract TP370: Deep Learning Applied Analysis of Post-Stroke Mice During Corner Test Provides Quantitative Assessment of Locomotion

Stroke, Volume 56, Issue Suppl_1, Page ATP370-ATP370, February 1, 2025. Introduction:Despite efforts to improve stroke outcomes in patients, a translational gap exists between preclinical and clinical studies. Due to this gap, the Stroke Preclinical Assessment Network has incorporated the corner test (CoT) for behavioral outcome as a primary measure for evaluating whether a treatment is successful or not. Standard behavioral analysis for CoT uses the laterality index to detect if there is mouse turning preference on a scale from -1 to 1. We sought to determine if a deep learning approach using “DeepLabCut” could be applied towards enriching our CoT data to better evaluate aspects of mouse locomotion.Methods:Six C57/Bl6 mice were subjected to an 1 hr transient middle cerebral artery occlusion in the right hemisphere of the brain. CoT were recorded with an isometric view and performed at both baseline (BL) prior to the stroke and one day post stroke (D1). The same set of six mice performed 10 turns per CoT, totalling to 60 turns for BL and 60 turns for D1. The pose estimation model was made using a ResNet-101 neural network trained on 1064 manually-labeled frames, with the assistance of “DeepLabCut” software packages. Videos were analyzed by the pose estimation model and sequentially processed through a newly developed R script and DLC Analyzer R script. Turns were defined as in SPAN with a 90 degree head turn upon vibrissae contact on both sides of the corner boards. Turn latency was defined as the time lapsed during a turn, and head turn speed as the average speed during a turning event.Results:The average laterality index showed clear preference towards ipsilateral turning in all D1 mice (-1.0 ± 0.04, N = 6). Furthermore, a comparison between BL data and respective D1 data showed significantly longer turn latencies and slower head turn speeds (p < 0.05) for D1 mice. The average turn latency for BL mice was 3.58 ± 0.57 s, which was 4.6 times shorter than that of D1 mice (16.45 ± 3.11 s). The average speed for BL mice was 2.01 cm/s ±0.21, which was 2.3 times faster than that of D1 mice (0.86 ± 0.14 cm/s).Conclusion:This deep learning approach enriches current stroke behavioral analysis methods by offering additional quantitative information upon which behavior can be assessed. Future studies can use these behavioral metrics for stratification or correlation with variables of interest (e.g. infarct size) to provide a more refined assessment of preclinical stroke behavior.

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Gennaio 2025

Relationship between multiple morbidities and performance on the Timed Up and Go test in elderly patients: a cross-sectional study

Objective
To investigate how various morbidities affect older patients’ performance on the Timed Up and Go (TUG) test.

Design
Cross-sectional study.

Setting
The seven government hospitals of Lahore, Pakistan, included are major tertiary care centres, representing an older patient population of Punjab, Pakistan.

Method
160 elderly participants completed the TUG test, frailty evaluations and Charlson Comorbidity Index (CCI) scoring to assess mobility, frailty and comorbidity burden. The Student’s t-test analysed differences between TUG groups (

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Gennaio 2025

Is the Multitarget Stool DNA Test Just a Better “FIT” for Colorectal Cancer Screening?

Both the fecal immunochemical test (FIT) and multitarget stool DNA test (mt-sDNA) are stool-based screening tests for colorectal cancer (CRC) that are reported qualitatively as positive or negative, even though both tests are quantitative, producing a precise value on a continuous scale. The FIT quantifies the globin portion of human hemoglobin in either per milliliter of buffer or per gram of stool, while the mt-sDNA test generates a score from a multivariable algorithm that measures human hemoglobin as well as specific abnormalities in human DNA. For both tests, the threshold (ie, the cut point) determines how the test performs, ie, its sensitivity and specificity. Lowering the threshold increases sensitivity for CRC, advanced precancerous lesions (APLs), or both and would likely decrease specificity, resulting in a higher false-positive rate and more (unnecessary) colonoscopies.

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Gennaio 2025

Randomised, placebo-controlled, double-blinded, four-way crossover trial to demonstrate the comparative pharmacodynamic equivalence of a non-invasive diagnostic test for adrenal insufficiency in a healthy population: the STARLIT-2 study protocol

Introduction
Cortisol is an essential stress hormone and failure of its production, known as adrenal insufficiency (AI), is associated with significant mortality due to adrenal crisis. The Short Synacthen Test (SST) is the current diagnostic test of choice for AI, but it is both invasive and resource intensive. Globally, there is an unmet need for a non-invasive, cost-effective test. A novel formulation, Nasacthin, has been developed, which can be delivered intranasally, with the resultant glucocorticoid levels measured in saliva instead of blood. The Salivary Test of Adrenal Response to Liquid Intranasal Tetracosactide (STARLIT-2) study aims to clinically validate the Nasacthin test in healthy volunteers.

Methods and analysis
STARLIT-2 is a randomised, placebo-controlled, double-blinded, four-way crossover trial. 32 healthy adults and children will be randomised to receive each of four study drugs (Synacthen, Nasacthin and their respective placebos) over four study visits (one per visit). Paired blood and saliva samples will be collected from participants at baseline, and then at 30, 60, 90 and 120 min after drug administration. Additional salivary samples will be collected at 180, 240, 360 and 480 min after drug administration. The primary outcome measures are to compare the mean serum cortisol at 30 min after Synacthen or Nasacthin dose, with a view to determine non-inferiority; and to compare the mean change from baseline in serum cortisol at 30 min after active and placebo doses of both Synacthen and Nasacthin, aiming to demonstrate superiority of active over placebo. In addition, the proportion of participants for which Nasacthin produces a rise above a preset serum cortisol threshold at 30 min will be determined, with the negative per cent agreement with the SST calculated using the SST as the reference standard.

Ethics and dissemination
The study and its amendments have been reviewed and approved by South Central–Hampshire A Research Ethics Committee. Results will be disseminated in peer-reviewed journals and conference presentations, and feedback to trial participants will be facilitated following consultation with patient and public involvement and engagement groups.

Trial registration number
ISRCTN62724177

Leggi
Dicembre 2024

Syphilis Point of Care Rapid Test and Immediate Treatment Evaluation (SPRITE) study: a mixed-methods implementation science research protocol of eight public health units in Ontario, Canada

Introduction
Urgent, tailored and equitable action is needed to address the alarming rise in syphilis rates in Canada. In the last decade, the rates of infectious syphilis have increased by 345% in Ontario, Canada. Underserved populations—people who use drugs, un(der)housed individuals and those living in rural and remote areas—face unique social and healthcare challenges that increase their vulnerability to syphilis infections and hinder their access to timely diagnosis and treatment. This study assesses the real-world implementation and effectiveness of using a recently approved syphilis point-of-care test in conjunction with public health outreach to break barriers and bring services to the population at the highest risk.

Methods and analysis
The Syphilis Rapid Point-of-Care Testing and Immediate Treatment Evaluation (SPRITE) study includes eight public health units in Ontario, Canada. Implementation and evaluation of this rapid ‘test and treat’ outreach model of care will be assessed using the Practical, Robust Implementation and Sustainability Model (PRISM)/Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM) Framework, following a community-based participatory approach. Network models will be used to estimate the population-level impact of implementing this model of care to curb transmission. Knowledge mobilisation will be assessed using the Reciprocity, Externalities, Access, and Partnership (REAP) Self-Assessment Model.

Ethics and dissemination
The SPRITE study was approved by the Queen’s University Research Ethics Board (REB) and is to be conducted in accordance with the Canadian Tri-Council Policy Statement V.2 and the latest Seoul revision of the Declaration of Helsinki. Knowledge generated from this study will be mobilised through community-based organisations and the broader public health community.

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Dicembre 2024

Efficacy of susceptibility-guided quadruple therapy with antibiotic resistance using the string test coupled with quantitative PCR for Helicobacter pylori eradication: a protocol of a multicentre, open, randomised clinical trial

Introduction
Helicobacter pylori is a major health problem, with the high prevalence of H. pylori and the increasing antibiotic resistance rate in China. Antibiotic resistance is the main reason for the failure of H. pylori eradication. This study aims to evaluate the efficacy and safety of susceptibility-guided quadruple therapy with antibiotic resistance using the string test coupled with quantitative PCR (qPCR) for H. pylori eradication.

Methods and analysis
This is a multicentre, open, randomised clinical trial that will enroll 324 patients with H. pylori infection. Patients will be randomised to two groups for a 14-day treatment: Treatment group will be treated with proton pump inhibitor (PPI), bismuth with two different kinds of antibiotics susceptibly guided by string test coupled with qPCR, while control group will be treated empirically with PPI, bismuth with two different kinds of antibiotics. The types and dosages of bismuth, PPI and antibiotics administered in this trial are based on the 2022 Chinese Guidelines for the treatment of H. pylori infection and the Sixth Chinese National Consensus Report on the management of H. pylori infection. The primary endpoint is the eradication rate, while secondary endpoints include compliance, the incidence of adverse events and adverse drug reactions.

Ethics and dissemination
This study was approved by the ethics committee of the Third People’s Hospital of Zhengzhou (No. 2024-04-001-K02). The results will be published in the appropriate peer-reviewed journal.

Trial registration number
ChiCTR2400082768.

Leggi
Dicembre 2024