Longitudinal Study Research Articles

Practising the nations and national identity: A longitudinal study of independence day in Israel

AbstractThis article focuses on the extent to which participating in Independence Day practices influences people's national identity while taking into consideration the differences between public top‐down practices and private bottom‐up habits. It is a longitudinal study that uses a four‐wave panel survey to inspect levels of national identity across time as well as participation in various Independence Day practices over two successive years. There was an increase in the levels of some dimensions of national identity among those who participated in Independence Day practices – both top‐down and bottom‐up – while there were no changes in these levels among those who did not participate.

TRENDS AND INSIGHTS IN VISIONARY LEADERSHIP: A BIBLIOMETRIC ANALYSIS OF SCHOLARLY PUBLICATIONS FROM 2019 TO 2023

The study of visionary leadership has become increasingly significant as organizations navigate complex and evolving challenges. This paper presents a bibliometric analysis of scholarly publications on visionary leadership from 2019 to 2023, sourced from the Scopus database. The analysis reveals trends in publication output, identifies influential research contributions, and maps the thematic development of the field. Key findings highlight an increase in scholarly interest, with dominant themes including strategic vision, leadership competencies, and organizational change. Despite the wealth of research, gaps remain in empirical validation across diverse contexts, longitudinal studies, interdisciplinary approaches, and practical applications. The study underscores the need for more comprehensive research that bridges theoretical and practical insights, enhances cultural and global perspectives, and develops quantitative tools for assessing visionary leadership. By addressing these research gaps, the field can advance towards a deeper, more applicable understanding that supports both academic progress and practical leadership development. This paper serves as a foundational reference for scholars and practitioners, outlining current knowledge and future research directions.

Abstract 4122679: Associations Between Recent and Cumulative Lifetime Cannabis Use and Sleep Health in Middle-Aged Adults: 35-Year Insights from the Coronary Artery Risk Development in Young Adults (CARDIA) and CARDIA Sleep Studies

Background: Cannabis use has become common, but its effects on sleep health—an important contributor to cardiovascular health—remain poorly understood. We investigated associations between recent and cumulative lifetime cannabis use and objective and subjective sleep measures in middle-aged adults. Method: We assessed recent cannabis use (last 30 days) repeatedly from young adulthood (age 18-30 at baseline in 1985-86) to middle age (after 35 years) in the longitudinal Coronary Artery Risk Development in Young Adults (CARDIA) study. Cumulative lifetime cannabis use (1 year = 365 days of use) was estimated by summing days of use during follow-up. At Year 35 (Y35), we obtained objective sleep measures (duration, efficiency, fragmentation, wake after sleep onset [WASO]) via 7-day wrist actigraphy from CARDIA Sleep Ancillary Study II. Subjective sleep quality was measured using the Pittsburgh Sleep Quality Index (PSQI). Robust regression models adjusted for Y35 age, sex, race, education, cumulative cigarette smoking, alcohol use, other substance use, physical activity, body mass index, sleep medication, and comorbidities. We also examined race, sex, and cigarette smoking status differences in associations. Result: Of 571 participants, mean age was 61.9 years; 65% were female, and 35% Black. Means (SD) for sleep duration, efficiency, fragmentation, WASO, and PSQI were 6.9 (1.1) hours, 90.5 (4.2)%, 20.6 (7.6)%, 43.5 (20.9) minutes, and 6.1 (3.6) scores, respectively. At Y35, 13.8% reported recent cannabis use, 56% reported former use, mean (SD) cumulative use was 1.6 (4.4) years. With adjustment, recent cannabis use was associated with longer sleep duration, lower efficiency, and higher WASO; former cannabis use was associated with longer sleep duration (Table). Compared to those with cumulative cannabis exposure years in the first quartile, fourth quartile users had longer sleep duration, lower efficiency, and higher WASO (β/p-value: 0.3/0.01, -1.2/0.01, and 8.9/<.001, respectively). PSQI was not associated with recent or cumulative cannabis use. Associations were similar across race, sex, and cigarette smoking status. Conclusion: Recent and cumulative lifetime cannabis use is associated with longer sleep duration and poorer sleep quality in objective, but not subjective, measures. Further longitudinal studies are needed to identify interventions aimed at improving sleep health and promoting cardiovascular health in cannabis users.

Abstract 4120990: Classification of Echocardiography Videos Using TimeSformer for Detecting Incipient Heart Failure in Asymptomatic Patients with Normal Ejection Fraction and Patients with Heart Failure

Background: Recent advancements have seen deep learning models help differentiate echocardiography images of patients with heart failure with preserved ejection fraction (HFpEF) from normal controls. Our aim was to develop a model capable of detecting early signs of heart failure in asymptomatic patients with a normal ejection fraction. Methods: We employed the TimeSformer, a video transformer model that classifies video data using a novel attention-based mechanism. This self-attention mechanism that diverges from traditional convolutional neural networks (CNNs). It focuses on relevant parts of the video across both space and time, split into spatial attention, which processes each frame individually, and temporal attention, which integrates information across different frames. The training and validation of the TimeSformer model were conducted on the same dataset of echocardiography videos from 50 normal controls and 50 patients diagnosed with HFpEF, employing 5-fold cross-validation to ensure robust performance evaluation. Results: The TimeSformer model effectively identified HFpEF in patients, as all diagnosed with HFpEF were flagged as abnormal. The echocardiography assessment, along with NT pro BNP levels, supported the diagnoses, with patients showing NT pro BNP levels of 1016±32 pg/ml. Conversely, 46 out of 50 normal controls were correctly identified, with their NT pro BNP levels averaging 52±12 pg/ml. These controls remained asymptomatic. Conclusions: The TimeSformer model demonstrated capability in identifying subtle deviations indicative of incipient heart failure in videos of normal controls, despite normal NT pro BNP levels. This suggests potential for early detection of heart failure in asymptomatic individuals. Further longitudinal studies are necessary to determine whether individuals identified as abnormal develop heart failure symptoms subsequently.

Abstract 4132159: Dietary Intake of Niacin and Risk of Cardiovascular Mortality in The Golestan Cohort Study

Introduction: Recent studies have linked niacin metabolism with vascular inflammation and cardiovascular disease (CVD); however, the association is still inconclusive regarding dietary intake, and the findings may not be generalizable to various populations. In this longitudinal study within a Middle Eastern population, we aimed to assess the relationship between dietary intake of B vitamins, including niacin, and the risk of CVD mortality. Methods: Our study utilized data from the Golestan Cohort Study, which has tracked 50,045 participants aged 40-75 years since 2004. We excluded subjects who reported extreme total energy intake or had a positive history of cancer, CVD, or diabetes at baseline. Vitamin B intake estimations including thiamin, riboflavin, niacin, pyridoxamine, folate, and cobalamin intake were derived from the baseline food frequency questionnaire, noting that supplement use was uncommon in this cohort. To adjust for calorie intakes, we employed the nutrient density method. Cox proportional hazard models were used to calculate hazard ratios (HR) and 95% confidence intervals (CI) for cardiovascular mortality, using the lowest quintile of intake as the reference group for vitamins and adjusting for potential confounders. Results: We analyzed 42,456 subjects with a mean age of 51.5 ± 8.7 years at baseline. During 579,339 person-years of follow-up (median: 14.1 years), 3,065 CVD deaths were recorded. The median dietary intake of niacin was 25.3 mg/d (Recommended Dietary Allowance = 14-16 mg/d). We observed significant associations between niacin intake (HR Q5 vs. Q1 = 1.13, 95% CI = 1.01-1.26, P trend <0.05) and CVD mortality. When niacin was modeled as a continuous linear variable, it was associated with a greater risk of CVD mortality (HR = 1.05, 95% CI = 1.01-1.09) per 2 mg/1000Kcal/d increase. None of the other B vitamin intakes evaluated were associated with CVD mortality in this population. Conclusion: These findings suggest that among B vitamins, only dietary niacin intake was positively associated with CVD mortality. Further confirmation in larger studies is needed.

Interleukin-10 inhibits important components of trained immunity in human monocytes

Abstract Trained immunity induces antigen-agnostic enhancement of host defense and protection against secondary infections, but inappropriate activation can contribute to the pathophysiology of inflammatory diseases. Tight regulation of trained immunity is therefore needed to avoid pathology, but little is known about the endogenous processes that modulate it. Here, we investigated the potential of IL-10, a prototypical anti-inflammatory cytokine, to inhibit trained immunity. IL-10 induced tolerance and inhibited trained immunity in primary human monocytes at both functional and transcriptional levels. Inhibition of STAT3, a signaling route that mediates IL-10 signals, induced trained immunity. IL-10 downregulated glycolytic and oxidative metabolism in monocytes, but did not impact the metabolic effects of β-glucan-induced trained immunity. Furthermore, IL-10 prevented increased ROS production in BCG-induced training, but did not influence phagocytosis upregulation. In a cohort study of healthy volunteers vaccinated with BCG, genetic variants that influenced IL-10 or its receptor modulated BCG-induced trained immunity. Furthermore, circulating IL-10 concentrations were negatively correlated with induction of trained immunity after BCG vaccination in a sex-specific manner. In conclusion, IL-10 inhibited several, albeit not all, immunological functions amplified after induction of trained immunity. Follow-up studies should explore the precise molecular mechanism that mediate the effects of IL-10 on trained immunity. Addressing these knowledge gaps is an important step towards optimizing IL-10’s potential as a therapeutic target in diseases characterized by inappropriate induction of trained immunity.

Engagement in Intermittent Fasting is Prospectively Associated With Higher Body Mass Index, Higher Eating Disorder Psychopathology, and Lower Intuitive Eating in Chinese Adults

ABSTRACTObjectiveThis study examined cross‐sectional and longitudinal associations of intermittent fasting (IF) engagement with body mass index (BMI), both thinness‐oriented and muscularity‐oriented eating disorder (ED) psychopathology, eating‐related psychosocial impairment, and intuitive eating.MethodUsing a longitudinal design, 491 Chinese adults (Mage = 30.33 years, SD = 7.89) provided data regarding BMI, IF status, and eating variables at baseline (T1) and 8‐month (T2) follow‐up. One‐way ANOVA was used to explore cross‐sectional associations between IF engagement at T1 and study variables (i.e., BMI and eating variables) at T1. Cross‐lagged regression analyses were used to examine the longitudinal associations between IF engagement at T1 and study variables at T2, after adjusting for covariates and study variables at T1.ResultsCross‐sectionally, compared with participants who never engaged in IF at T1, those with current or past engagement in IF at T1 exhibited significantly higher BMI, ED psychopathology, eating‐related psychosocial impairment, and lower intuitive eating at T1. Longitudinally, relative to never engagement in IF at T1, both current and past engagement in IF at T1 were associated with higher ED psychopathology and greater eating‐related psychosocial impairment at T2. Also, relative to never engagement in IF at T1, past engagement in IF at T1 was associated with higher BMI at T2 and lower unconditional permission to eat as a facet of intuitive eating at T2.DiscussionThe findings challenge the perception of IF as an effective approach for weight loss and also suggest IF might have enduring adverse impacts on eating behaviors, similar to traditional forms of dieting.

Abstract 4122507: Fetal Socioeconomic and Environmental Exposures Influence Fetal Brain Growth and Risk of Neonatal Brain Injury in Congenital Heart Disease

Introduction: Fetuses with CHD have smaller total brain volume (TBV) and are at risk for acquired brain white matter injury (WMI), both of which are linked to neurodevelopmental impairments. Social determinants of health (SDOH) and other fetal environmental factors have been linked to fetal brain health in other populations. Our aim was to test our hypothesis that these exposures influence fetal brain growth and postnatal WMI risk in severe CHD. Methods: Our prospective longitudinal cohort study enrolled fetuses with severe CHD to undergo fetal brain MRI and postnatal pre-operative brain MRI. Participants completed home environment surveys on individual SDOH and exposures. Community SDOH metrics were determined using Child Opportunity Index (COI) based on home address. An ‘at risk’ fetus composite was created if there was exposure to: personal/household smoking, welfare/food stamps, or poverty. TBV was calculated at both time points. Presence/degree of WMI was determined on postnatal MRI. Repeated measures analysis and logistic regression were performed to determine association between individual and community SDOH metrics with rate of TBV growth and risk of WMI. Results: 55 participants enrolled (54 fetal scans: mean GA 33.9 wks, 95%CI: 33.7,34.1; 47 neonatal scans: mean GA 39.3 wks 95%CI: 38.9,39.6). Fetal sex, smoking exposure, and several individual SDOH were associated with TBV growth. Adjusting for fetal sex and GA at scan, rate of TBV growth was slower with smoking exposure (coeff: -5.2, 95%CI: -10.3, -0.2, p= 0.04) and trended towards significance for those with welfare/food stamps or poverty. ‘At risk’ fetuses had slower rate of TBV growth than those without risk (coeff: -2.5, 95%CI: -5.0, -0.07, p= 0.04) (Figure 1). There were lower odds of pre-operative WMI with high COI compared to low after adjusting for GA at scan (OR= 0.16, 95%CI: 0.03, 0.9, p= 0.04). Conclusion: Smoking exposure and individual-level SDOH influence brain growth, while community COI is associated with risk of postnatal pre-op WMI in CHD. Our findings identify targets for intervention to optimize brain growth and outcomes in the CHD population, including smoking cessation programs, and nutritional and needs assessment during pregnancy.

Macronutrient concentrations in human milk beyond the first half year of lactation: a cohort study

ObjectiveHuman milk composition is dynamic. While extensive research has focused on its macronutrient concentrations during the first 6 months of lactation, limited research exists for extended lactation periods. This study...

Perceptions, experiences and concerns with sexually transmitted infections among current and former PrEP users: a longitudinal qualitative study of gay, bisexual and queer men in Canada

Background Pre-exposure prophylaxis (PrEP) use has been attributed to heightened rates of sexually transmitted infections (STIs), ostensibly due to increased condomless anal sex (CAS) and greater frequency of STI testing. Few qualitative studies have assessed how gay, bisexual and queer men (GBQM) who use PrEP perceive STIs and how these attitudes have evolved post-PrEP uptake. We investigated the perspectives of current and former PrEP users on STIs. Methods Annual, in-depth longitudinal interviews were conducted with 38 current and former PrEP users in Ontario (n = 18) and British Columbia (n = 20), Canada, as part of a mixed-methods implementation science study (2020–2022). Over 3 years, 109 interviews were conducted. Data analysis included reflexive thematic coding and longitudinal recurrent cross-sectional analysis using NVivo 12. Results Four STI-related themes emerged: (1) lack of STI-related concerns due to treatment and prevention optimism, (2) stigma-related concerns, (3) perceived risk among other PrEP users due to increased CAS, and (4) inconsistent testing concerns among non-PrEP users. Over time, some STI-related anxieties decreased with increased knowledge and reduced stigma. However, concerns persisted for other participants due to perceived risky sexual behaviours among other PrEP users and non-PrEP users. Both current and former PrEP users who expressed STI-related apprehensions consistently indicated adopting risk-reduction strategies, including condom use and having fewer sexual partners throughout the study. Conclusions Findings show how varied STI perceptions and experiences among current and former PrEP users shaped sexual decision-making over time. Providers, public health experts, and policymakers should develop a more comprehensive strategy to address STI concerns among GBQM.

Association of Preserved Ratio Impaired Spirometry (PRISm) with All-Cause Mortality: A Longitudinal Cohort Study

Association of Preserved Ratio Impaired Spirometry (PRISm) with All-Cause Mortality: A Longitudinal Cohort Study

Abstract 4137243: Dynamic changes of pericoronary fat attenuation index predicting changes of coronary plaque burden

Background: Percent atheroma volume (PAV) is a validated index of coronary plaque burden, linking to adverse cardiac events. Meanwhile, pericoronary fat attenuation index (FAI) on coronary computed tomography angiography (CCTA) image is a novel prognostic marker of coronary inflammation. Research Questions: It is unknown the impact of coronary inflammation (i.e., FAI) on the progression of coronary PAV in patients at an increased risk of adverse cardiac events. Methods: Patients with type 2 diabetes mellitus (T2DM) who underwent at least two clinically indicated CCTA examinations (time interval > 1 year) at our center were potentially eligible for enrollment. Eligible patients presented with more than one study plaque, defined as non-obstructive stenosis at baseline and not being intervened during serial CCTA. Longitudinal CCTA images were assessed for FAI and compositional plaque characteristics (e.g., PAV) using dedicated post-processing softwares. The relationships between changes in FAI and progression of compositional PAV were examined using the logistic and linear regression analysis. Results: A total of 204 T2DM patients (mean age, 61.2 ± 9.3 years; male, 68.1%) with 366 study plaques were enrolled. All patients were treated with statins, and their time interval between longitudinal CCTAs was 14.1 (12.9, 17.6) months. Compared with patients with improved coronary inflammation (ΔFAI ≤ 0), those with deteriorated coronary inflammation (ΔFAI > 0) had lower high density lipoprotein cholesterol and baseline FAI, whereas higher blood pressure (all p < 0.05). Meanwhile, compared to patients with ΔFAI ≤ 0, those with ΔFAI > 0 had more Δoverall and Δnon-calcified PAV (all p < 0.05). Importantly, these findings were consistent in a dedicated propensity score matching analysis. In logistic regression analysis, ΔFAI > 0 was associated with annual progression of overall PAV and non-calcified PAV, whereas ΔFAI ≤ 0 associated with annual regression of overall PAV and non-calcified PAV after adjusting for cardiac risk factors, baseline PAV and medications (all p < 0.05). Similarly, in linear regression analysis, changes of FAI were independently positively associated with annual changes of overall PAV (β=0.545, p< 0.001) and non-calcified PAV (β=0.461, p< 0.001) (Figure 1). Conclusion: In this longitudinal CCTA study, changes of coronary inflammation are closely correlated with changes of overall and non-calcified PAV among T2DM patients treated with statins.

Abstract 4137534: Troponin Can Predict Late Gadolinium Enhancement on Cardiac MRI in COVID-19 Vaccine-Associated Myocarditis

Background/Aim: We previously reported that late gadolinium enhancement (LGE) on cardiac MRI (CMR) was as high as 82% in pediatric patients with COVID-19 vaccine-associated myocarditis (C-VAM) despite mild clinical symptoms and normal left ventricular function. As LGE can be a harbinger for future adverse events including arrhythmias, heart failure or sudden cardiac death, we sought to identify predictors for LGE in C-VAM, specifically assessing troponin as a screening marker for C-VAM patients at risk for myocardial scarring who could then be referred for a confirmatory CMR with LGE. Methods: In this longitudinal multicenter retrospective observational study across 38 U.S. member institutions of the M yocarditis A fter C OVID V accination (MACiV) study network, 333 patients with C-VAM based on CDC criteria were included from April 2021 to November 2022. Data collected included demographics, laboratory values, clinical and cardiac imaging characteristics and outcomes. Using logistic regression, troponin levels at presentation were assessed as a log transformed continuous variable and categorized into tertiles. Results: The C-VAM patients were predominantly white (67%) adolescent males (91%, 15.7± 2.8 years). There were 216/333 (65%) patients who had both a reported troponin value and had a CMR. On univariate analysis, elevated troponin increased the probability of having LGE (OR=1.29, 95% CI: 1.06, 1.58, p=0.012). Even after controlling for age, race, sex, number of vaccine doses and left ventricular ejection fraction (OR=1.32, 95% CI: 1.06, 1.65, p=0.013). Patients >15 years compared to those ≤15 years of age were 2.94 (95% CI: 1.28, 6.75, p=0.011) times more likely to have LGE at presentation. Patients with troponin levels in the highest tertile compared to lowest tertile were 2.66 times (95% CI: 1.04, 6.83, p=0.042) more likely to have LGE along with a greater involvement > 4 AHA myocardial segments with LGE (p=0.004) Conclusions: Higher troponin values are associated with presence of late gadolinium enhancement on cardiac MRI in patients with COVID-19 vaccine-associated myocarditis. Troponin levels at presentation may facilitate risk stratification and function as a screening tool to identify those C-VAM patients with the greatest likelihood of myocardial scarring, who may benefit from undergoing CMR for tissue characterization.

Corrigendum: Arsenic exposure and lung fibrotic changes-evidence from a longitudinal cohort study and experimental models

Corrigendum: Arsenic exposure and lung fibrotic changes-evidence from a longitudinal cohort study and experimental models

Can a warm and supportive adult protect against mental health problems amongst children with experience of adversity? A twin‐differences study

BackgroundAdverse childhood experiences (ACEs) are associated with mental health problems, but many children who experience ACEs do not develop such difficulties. A warm and supportive adult presence in childhood is associated with a lower likelihood of developing mental health problems after exposure to ACEs. However, it is unclear whether this association is causal, as previous research has not accounted for genetic and environmental confounding.MethodsWe used the twin‐difference design to strengthen causal inference about whether a warm and supportive adult presence protects children exposed to ACEs from mental health problems. Participants were from the Environmental Risk (E‐Risk) Longitudinal Twin Study, a UK population‐representative birth cohort of 2,232 same‐sex twins. ACEs were measured prospectively from ages 5 to 12. Maternal warmth was assessed at ages 5 and 10 through maternal speech samples. Adult support was assessed through child reports at age 12. Mental health problems were assessed through interviews at age 12 with parents and teachers and participants at age 18.ResultsAmong children exposed to ACEs, those who experienced greater maternal warmth and adult support had lower levels of mental health problems at ages 12 and 18. In monozygotic twin‐difference analyses, the protective effects of maternal warmth and adult support on mental health were attenuated by 70% for maternal warmth and 81% for adult support, compared to phenotypic analyses. Twins who experienced greater maternal warmth and adult support had minimal or no difference in mental health compared to their co‐twins, concordant for ACE exposure.ConclusionsThe apparent protective effect of a warm, supportive adult against mental health problems following ACEs is largely explained by genetic and environmental confounding. This suggests that interventions which boost maternal warmth and adult support should be supplemented by components addressing wider family environments and heritable vulnerabilities in children exposed to adversity, to improve mental health.

Abstract 4128377: Association between Mean Platelet Volume (MPV) and coronary artery disease: An analysis of NHANEs 2017-2020

Background: Recent data showed that mean platelet volume (MPV) is linked to mortality after myocardial infarction and restenosis following coronary angioplasty. However, its association with coronary artery disease (CAD) remains unclear. Therefore, we aim to investigate the association between MPV and CAD using a nationwide database. Methods: We analyzed retrospective cross-sectional data from the National Health and Nutrition Examination Survey (NHANES) 2017-2020, including participants aged 18 years and older. The data on MPV were classified into three groups: below the 10th percentile (P10), between the 10th and 90th percentiles (P10 to P90), and above the 90th percentile (P90). Univariable and multivariable logistic regression models were utilized to identify the association between MPV and CAD. Results: A total of 12,156 patients with MPV results were identified. Their mean age was 37 ± 24 years, with females constituting 51.0% of the population. The racial distribution was primarily White at 33.8%, Black at 25.7%, Mexican American at 13.2%, Asian at 10.7%, and other races at 16.6%. The participants were categorized into three MPV groups: below P10 (11.2%), P10 to P90 (77.3%), and above P90 (11.5%), with median MPV values of 6.8, 8, and 9.7 fL, respectively. In a univariable analysis using participants with MPV in the P10 to P90 as a reference, those with MPV above the 90th percentile had a significantly higher risk of CAD, with an OR of 1.39 (P90-MPV: 95% CI 1.05, 1.83; P=0.021). No significant association was found between participants with MPV below the 10th percentile and risk of CAD (P10-MPV: OR 0.91, 95% CI 0.59, 1.41; P=0.684). After adjusting for age, gender, smoking status, blood pressure (SBP >130 vs <130 mmHg), type 2 diabetes, urine albumin creatinine levels, serum creatinine, heart failure, and stroke history, the association between those with MPV above P90 and increased CAD risk remained significant (P90-MPV aOR 1.65; 95% CI 1.16, 2.34; P=0.005). Gender and race did not modify this effect. Conclusion: Our findings indicate that high MPV (above the 90th percentile) is positively associated with the risk of CAD in the general population. Further longitudinal cohort studies are necessary to explore this relationship and its clinical implications thoroughly.

Abstract Su505: Impact of a Targeted Automated External Defibrillator (AED) Program on Survival After Ventricular Fibrillation Cardiac Arrest in the Sao Paulo Metropolitan Subway System: A Landmark Initiative in Latin America

The targeted Automated External Defibrillator (AED) program in the Sao Paulo Metro has yielded promising results in improving survival rates for individuals experiencing out-of-hospital cardiac arrest (OHCA) due to ventricular arrhythmias. A longitudinal observational study conducted from September 2006 to November 2023 assessed the program's impact on survival outcomes. The implementation of the full program led to a significant improvement in survival to hospital discharge with minimal neurological impairment (0% vs. 43%, P=0.001). These findings underscore the importance of a targeted AED program in improving survival outcomes for OHCA, particularly in densely populated urban environments such as the Sao Paulo Metro. The short interval between arrest and defibrillation emerged as a critical factor in achieving favorable long-term, neurologically intact survival rates. The success of this program advocates for the strategic expansion of targeted AED initiatives in other large Latin American cities, emphasizing the potential to save lives and enhance public health outcomes through proactive emergency medical response measures.

Feasibility of Using 18F-FDG PET/CT Radiomics and Machine Learning to Detect Drug-Induced Interstitial Lung Disease

Background: Bleomycin is an oncolytic and antibiotic agent used to treat various human cancers because of its antitumor activity. Unfortunately, up to 46% of the patients treated with bleomycin develop drug-induced interstitial lung disease (DIILD) and potentially life-threatening interstitial pulmonary fibrosis. Tools and biomarkers for predicting and detecting DIILD are limited. Therefore, we aimed to evaluate the feasibility of 18F-FDG PET/CT, PET radiomics, and machine learning in distinguishing DIILD in an explorative pilot study. Methods: Eighteen Hodgkin’s lymphoma (HL) patients, of whom 10 developed DIILD after treatment with bleomycin, were retrospectively included. Five diffuse large B-cell lymphoma (DLBCL) patients were included as a control group since they were not treated with bleomycin. All patients underwent 18F-FDG PET/CT scans before (baseline) and during treatment (interim). Structural changes were assessed by changes in Hounsfield Units (HUs). The 18F-FDG PET scans were used to assess metabolic changes by examining the feasibility of 504 radiomics features, including the mean activity of the lungs (SUVmean). A Random Forest (RF) classifier evaluated the identification and prediction of DIILD based on PET radiomics features. Results: HL patients who developed DIILD showed a significant increase in standard SUV metrics (SUVmean; p = 0.012, median increase 37.4%), and in some regional PET radiomics features (texture strength; p = 0.009, median increase 101.6% and zone distance entropy; p = 0.019, median increase 18.5%), while this was not found in HL patients who did not develop DIILD and DLBCL patients. The RF classifier correctly identified DIILD in 72.2% of the patients and predicted the development of DIILD correctly in 50% of the patients. There were no significant differences in HUs over time within all three patient groups. Conclusions: Our explorative longitudinal pilot study suggests that certain regional 18F-FDG PET radiomics features can effectively identify DIILD in HL patients treated with bleomycin, as significant longitudinal increases were observed in SUVmean, texture strength, and zone distance entropy after the development of DIILD. The metabolic activity of these features did not significantly increase over time in DLBCL patients and HL patients who did not develop DIILD. This indicates that 18F-FDG PET radiomics, with and without machine learning, might serve as potential biomarkers for detecting DIILD.

Abstract 4132351: Soluble Urokinase Plasminogen Activator Receptor Levels Predict Incident Cardio-Kidney-Metabolic Disease Risk

Introduction: Given the rising global incidence of cardio-kidney-metabolic (CKM) syndrome, there is an urgent need for novel risk prediction strategies for CKM disease. Hypothesis: As soluble urokinase plasminogen activator receptor (suPAR) levels have been associated with the development of cardio-kidney disease, we hypothesized that elevated suPAR levels would predict incident CKM disease risk. Methods: A total of 25,596 UK Biobank participants without CKM disease at enrollment were analyzed for the association of suPAR levels and incident CKM disease. CKM disease was defined as the first occurrence of CVD (heart failure, atrial fibrillation/flutter, coronary heart disease, stroke, and peripheral artery disease), chronic kidney disease (CKD), or metabolic disease (type 2 diabetes mellitus and obesity). Incident CVD, CKD, and metabolic disease were also analyzed separately as secondary outcomes. Kaplan-Meier analysis was performed to visualize the association between suPAR levels and the primary composite CKM outcome. Competing-risk regression, while accounting for competing non-CKM disease death, was performed to examine the association between suPAR levels and the primary composite CKM outcome. Models were adjusted for demographics, traditional risk factors, and CRP levels. Results: The mean age was 56.0 (SD 8.3) years, 44% were male, and 94% were White. suPAR levels were associated with a significantly higher rate of composite CKM events (P<0.001) (Figure 1). During a median follow-up of 13.5 [IQR 1.7] years, 5,012 (20.0%) composite CKM events, 3,599 (8.3%) incident CVD events, 863 (3.4%) incident CKD events, and 1,397 (4.7%) incident metabolic disease events occurred. suPAR levels (per SD) significantly predicted the primary composite CKM outcome (sHR 1.23, 95% CI 1.19-1.27) after adjustment. suPAR levels (per SD) also significantly predicted incident CVD (sHR 1.24, 95% CI 1.19-1.29), incident CKD (sHR 1.41, 95% CI 1.30-1.53), and incident metabolic disease (sHR 1.17, 95% CI 1.10-1.24) after adjustment. Conclusion(s): In this large, longitudinal cohort study of UKB participants, plasma suPAR levels were a significant predictor of CKM disease risk, independent of demographics, traditional risk factors, and CRP levels.

Abstract 4144581: Diltiazem, Direct Oral Anticoagulants and Risk of Major Bleeding in Patients with Atrial Fibrillation

Background: Existing research suggests a potential increase in bleeding risk associated with the combined use of calcium channel blockers (CCBs) and direct oral anticoagulants (DOACs). However, the evidence remains inconclusive and conflicting. To clarify this relationship, we conducted a meta-analysis to investigate the risk of major bleeding in patients with atrial fibrillation (AF) using diltiazem. Methods: We conducted a comprehensive search of major electronic databases, including PubMed, Embase, and the Cochrane Library, from their inception through April 20, 2024 for relevant studies. The primary endpoint was major bleeding, defined as a composite of bleeding-related hospitalization, requiring blood transfusion, or fatal bleeding. We conducted a conventional meta-analysis using the Hartung-Knapp-Sidik-Jonkman random-effects model. Endpoints are expressed as hazard ratio (HR) and their corresponding confidence intervals (CI). Results: A total of 5 studies with 488,884 patients with AF were included in our study, of which 23.4% of patients were on diltiazem. All patients were also on DOACs. Results of the meta-analysis showed that there was no statistically significant difference between use of diltiazem and the risk of major bleeding (HR 1.16 ; 95% CI 0.94-1.42). Sensitivity analysis showed that this result remained unaltered in terms of magnitude and direction after excluding one study at a time. When stratified by type of control group, both active comparator (HR 1.09 ; 95% CI 0.92-1.30) and non-use subgroups (HR 1.24 ; 95% CI 0.87-1.77) showed that there was no significant difference in the risk of major bleeding with diltiazem use respectively. Conclusion: We observed that there was no significant difference in the risk of major bleeding in diltiazem use compared to controls in AF patients on DOACs. Further large-scale, longitudinal, and prospective studies are essential to validate these findings.