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Nevin Manimala Statistics

Use of a Large Language Model to Identify and Classify Injuries With Free-Text Emergency Department Data

JAMA Netw Open. 2024 May 1;7(5):e2413208. doi: 10.1001/jamanetworkopen.2024.13208.

NO ABSTRACT

PMID:38805230 | DOI:10.1001/jamanetworkopen.2024.13208

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Nevin Manimala Statistics

Air and Noise Pollution Exposure in Early Life and Mental Health From Adolescence to Young Adulthood

JAMA Netw Open. 2024 May 1;7(5):e2412169. doi: 10.1001/jamanetworkopen.2024.12169.

ABSTRACT

IMPORTANCE: Growing evidence associates air pollution exposure with various psychiatric disorders. However, the importance of early-life (eg, prenatal) air pollution exposure to mental health during youth is poorly understood, and few longitudinal studies have investigated the association of noise pollution with youth mental health.

OBJECTIVES: To examine the longitudinal associations of air and noise pollution exposure in pregnancy, childhood, and adolescence with psychotic experiences, depression, and anxiety in youths from ages 13 to 24 years.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study used data from the Avon Longitudinal Study of Parents and Children, an ongoing longitudinal birth cohort founded in 1991 through 1993 in Southwest England, United Kingdom. The cohort includes over 14 000 infants with due dates between April 1, 1991, and December 31, 1992, who were subsequently followed up into adulthood. Data were analyzed October 29, 2021, to March 11, 2024.

EXPOSURES: A novel linkage (completed in 2020) was performed to link high-resolution (100 m2) estimates of nitrogen dioxide (NO2), fine particulate matter under 2.5 μm (PM2.5), and noise pollution to home addresses from pregnancy to 12 years of age.

MAIN OUTCOMES AND MEASURES: Psychotic experiences, depression, and anxiety were measured at ages 13, 18, and 24 years. Logistic regression models controlled for key individual-, family-, and area-level confounders.

RESULTS: This cohort study included 9065 participants who had any mental health data, of whom (with sample size varying by parameter) 51.4% (4657 of 9051) were female, 19.5% (1544 of 7910) reported psychotic experiences, 11.4% (947 of 8344) reported depression, and 9.7% (811 of 8398) reported anxiety. Mean (SD) age at follow-up was 24.5 (0.8) years. After covariate adjustment, IQR increases (0.72 μg/m3) in PM2.5 levels during pregnancy (adjusted odds ratio [AOR], 1.11 [95% CI, 1.04-1.19]; P = .002) and during childhood (AOR, 1.09 [95% CI, 1.00-1.10]; P = .04) were associated with elevated odds for psychotic experiences. Pregnancy PM2.5 exposure was also associated with depression (AOR, 1.10 [95% CI, 1.02-1.18]; P = .01). Higher noise pollution exposure in childhood (AOR, 1.19 [95% CI, 1.03-1.38]; P = .02) and adolescence (AOR, 1.22 [95% CI, 1.02-1.45]; P = .03) was associated with elevated odds for anxiety.

CONCLUSIONS AND RELEVANCE: In this longitudinal cohort study, early-life air and noise pollution exposure were prospectively associated with 3 common mental health problems from adolescence to young adulthood. There was a degree of specificity in terms of pollutant-timing-outcome associations. Interventions to reduce air and noise pollution exposure (eg, clean air zones) could potentially improve population mental health. Replication using quasi-experimental designs is now needed to shed further light on the underlying causes of these associations.

PMID:38805229 | DOI:10.1001/jamanetworkopen.2024.12169

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Nevin Manimala Statistics

Progesterone for Neurodevelopment in Fetuses With Congenital Heart Defects: A Randomized Clinical Trial

JAMA Netw Open. 2024 May 1;7(5):e2412291. doi: 10.1001/jamanetworkopen.2024.12291.

ABSTRACT

IMPORTANCE: Neurodevelopmental outcomes for children with congenital heart defects (CHD) have improved minimally over the past 20 years.

OBJECTIVES: To assess the feasibility and tolerability of maternal progesterone therapy as well as the magnitude of the effect on neurodevelopment for fetuses with CHD.

DESIGN, SETTING, AND PARTICIPANTS: This double-blinded individually randomized parallel-group clinical trial of vaginal natural progesterone therapy vs placebo in participants carrying fetuses with CHD was conducted between July 2014 and November 2021 at a quaternary care children’s hospital. Participants included maternal-fetal dyads where the fetus had CHD identified before 28 weeks’ gestational age and was likely to need surgery with cardiopulmonary bypass in the neonatal period. Exclusion criteria included a major genetic or extracardiac anomaly other than 22q11 deletion syndrome and known contraindication to progesterone. Statistical analysis was performed June 2022 to April 2024.

INTERVENTION: Participants were 1:1 block-randomized to vaginal progesterone or placebo by diagnosis: hypoplastic left heart syndrome (HLHS), transposition of the great arteries (TGA), and other CHD diagnoses. Treatment was administered twice daily between 28 and up to 39 weeks’ gestational age.

MAIN OUTCOMES AND MEASURES: The primary outcome was the motor score of the Bayley Scales of Infant and Toddler Development-III; secondary outcomes included language and cognitive scales. Exploratory prespecified subgroups included cardiac diagnosis, fetal sex, genetic profile, and maternal fetal environment.

RESULTS: The 102 enrolled fetuses primarily had HLHS (n = 52 [50.9%]) and TGA (n = 38 [37.3%]), were more frequently male (n = 67 [65.7%]), and without genetic anomalies (n = 61 [59.8%]). The mean motor score differed by 2.5 units (90% CI, -1.9 to 6.9 units; P = .34) for progesterone compared with placebo, a value not statistically different from 0. Exploratory subgroup analyses suggested treatment heterogeneity for the motor score for cardiac diagnosis (P for interaction = .03) and fetal sex (P for interaction = .04), but not genetic profile (P for interaction = .16) or maternal-fetal environment (P for interaction = .70).

CONCLUSIONS AND RELEVANCE: In this randomized clinical trial of maternal progesterone therapy, the overall effect was not statistically different from 0. Subgroup analyses suggest heterogeneity of the response to progesterone among CHD diagnosis and fetal sex.

TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02133573.

PMID:38805228 | DOI:10.1001/jamanetworkopen.2024.12291

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Nevin Manimala Statistics

Survival, Function, and Cognition After Hospitalization in Long-Term Acute Care Hospitals

JAMA Netw Open. 2024 May 1;7(5):e2413309. doi: 10.1001/jamanetworkopen.2024.13309.

ABSTRACT

IMPORTANCE: More than 70 000 Medicare beneficiaries receive care in long-term acute care hospitals (LTCHs) annually for prolonged acute illness. However, little is known about long-term functional and cognitive outcomes of middle-aged and older adults after hospitalization in an LTCH.

OBJECTIVE: To describe survival, functional, and cognitive status after LTCH hospitalization and to identify factors associated with an adverse outcome.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study included middle-aged and older adults enrolled in the Health and Retirement Study (HRS) with linked fee-for-service Medicare claims. Included participants were aged 50 years or older with an LTCH admission between January 1, 2003, and December 31, 2016, with HRS interviews available before admission. Data were analyzed between November 1, 2021, and June 30, 2023.

MAIN OUTCOMES AND MEASURES: Function and cognition were ascertained from HRS interviews conducted every 2 years. The primary outcome was death or severe impairment in the 2.5 years after LTCH hospitalization, defined as dependencies in 2 or more activities of daily living (ADLs) or dementia. Multivariable logistic regression was performed to evaluate associations with a priori selected risk factors including pre-LTCH survival prognosis (Lee index score), pre-LTCH impairment status, and illness severity characterized by receipt of mechanical ventilation and prolonged intensive care unit stay of 3 days or longer.

RESULTS: This study included 396 participants, with a median age of 75 (IQR, 68-82) years. Of the participants, 201 (51%) were women, 125 (28%) had severe impairment, and 318 (80%) died or survived with severe impairment (functional, cognitive, or both) within 2.5 years of LTCH hospitalization. After accounting for acute illness characteristics, prehospitalization survival prognosis as determined by the Lee index score and severe baseline impairment (functional, cognitive, or both) were associated with an increased likelihood of death or severe impairment in the 2.5 years after LTCH hospitalization (adjusted odds ratio [AOR], 3.2 [95% CI, 1.7 to 6.0] for a 5-point increase in Lee index score; and AOR, 4.5 [95% CI, 1.3 to 15.4] for severe vs no impairment).

CONCLUSIONS AND RELEVANCE: In this cohort study, 4 of 5 middle-aged and older adults died or survived with severe impairment within 2.5 years of LTCH hospitalization. Better preadmission survival prognosis and functional and cognitive status were associated with lower risk of an adverse outcome, and these findings should inform decision-making for older adults with prolonged acute illness.

PMID:38805226 | DOI:10.1001/jamanetworkopen.2024.13309

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Nevin Manimala Statistics

Value in Optimizing the Components of App Interventions Before Final Testing

JAMA Intern Med. 2024 May 28. doi: 10.1001/jamainternmed.2024.0833. Online ahead of print.

NO ABSTRACT

PMID:38805201 | DOI:10.1001/jamainternmed.2024.0833

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Nevin Manimala Statistics

Early-Life Circumstances and Racial Disparities in Cognition Among Older Adults in the US

JAMA Intern Med. 2024 May 28. doi: 10.1001/jamainternmed.2024.1132. Online ahead of print.

ABSTRACT

IMPORTANCE: Given the critical role of neurocognitive development in early life, understanding the association between early-life circumstances and racial disparities in cognition has important implications.

OBJECTIVE: To assess whether racial differences in early-life circumstances are collectively and individually associated with racial disparities in late-life cognition among older adults in the US.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used comprehensive life history data from the Health and Retirement Study, a nationally representative survey of US adults 50 years or older. Data analyses were performed from August 9, 2022, to January 20, 2024.

MAIN OUTCOMES AND MEASURES: Racial differences in early-life circumstances and racial disparities in late-life cognition were investigated using a Blinder-Oaxaca decomposition regression model. Cognitive outcomes, including cognitive score and cognitive impairment, were evaluated using the Telephone Interview for Cognitive Status. Early-life educational experiences were primary explanatory variables; early-life cohort, regional, financial, health, trauma, family relationship factors, and educational attainment were additional explanatory variables; demographic and genetic factors were covariates.

RESULTS: The study sample comprised 9015 participants; 1634 non-Hispanic Black (hereafter, Black) individuals (18.1%) and 7381 non-Hispanic White (hereafter, White) individuals (81.9%). Among Black participants, the mean (SD) age was 69.2 (9.2) years and 1094 (67.0%) were women. Among White participants, the mean (SD) age was 73.2 (10.1) years and 4410 (59.7%) were women. Cognitive scores (scale, 0-27) were significantly lower among Black participants (13.5 [95% CI, 13.3-13.7] points) than among White participants (15.8 [95% CI, 15.7-15.9] points), while the prevalence of cognitive impairment (cognitive score <12) was significantly higher among Black participants (33.6 [95% CI, 31.3-35.9] percentage points [ppt]) than among White participants (16.4 [95% CI, 15.6-17.2] ppt). Substantial racial differences were observed in early-life circumstances. Overall, differences in early-life circumstances were associated with 61.5% of the racial disparities in cognitive score (1.4 [95% CI, 0.88-2.0] points), and 82.3% of the racial disparities in cognitive impairment (14.2 [95% CI, 8.8-19.5] ppt), respectively. In multivariable analyses, early-life educational experiences were associated with 35.2% of the disparities in cognitive score and 48.6% in cognitive impairment. Notably, school racial segregation (all segregated schooling before college) was associated with 28.8% to 39.7% of the racial disparities in cognition. These findings were consistent in a series of sensitivity analyses.

CONCLUSIONS AND RELEVANCE: The findings of this cross-sectional study suggest that less favorable early-life circumstances are associated with clinically meaningful racial disparities in late-life cognition. Policies that improve educational equity have the potential to reduce racial disparities in cognition in older ages. Clinicians may leverage early-life circumstances to promote the screening, prevention, and interventions of cognitive impairment more efficiently, thereby promoting health equity.

PMID:38805197 | DOI:10.1001/jamainternmed.2024.1132

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Nevin Manimala Statistics

Metabolic Profiles of Offspring Born From Biopsied Embryos from Toddlerhood to Preschool Age

J Clin Endocrinol Metab. 2024 May 28:dgae315. doi: 10.1210/clinem/dgae315. Online ahead of print.

ABSTRACT

CONTEXT: Embryo biopsy, which is necessary for preimplantation genetic testing (PGT), has not been fully investigated regarding its potential influences and safety. Previous studies of children born from biopsied embryos (PGT children) have primarily centered around their growth and neuropsychological development, while there remains limited knowledge concerning their endocrine and metabolic parameters.

OBJECTIVE: This study aims to examine the effect of trophectoderm (TE) biopsy on metabolic outcomes for PGT children.

METHODS: A total of 1267 children from the Center for Reproductive Medicine, Shandong University, who were conceived through in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) with and without PGT, were analyzed in this study. Three sets of measurements pertaining to growth and metabolism were taken at each predetermined follow-up time point. The linear regression models within a generalized estimating equation were employed to examine the associations between the PGT and each outcome measure and the approach of false discovery rate was used to correct for multiple comparisons.

RESULTS: After controlling for confounding factors and correcting for multiple comparisons, no statistically significant difference was identified in any of the measured variables between the PGT children and children conceived by IVF alone (IVF children) and children conceived through IVF using ICSI (ICSI children). The same is true also for age- or sex-based subgroup analyses.

CONCLUSION: Between the ages of 1 and 5 years, there are no clinically adverse metabolic outcomes observed in PGT children, and their metabolic profiles are essentially identical to those of IVF children and ICSI children.

PMID:38805186 | DOI:10.1210/clinem/dgae315

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Nevin Manimala Statistics

Postoperative Dexmedetomidine Infusion and Chronic Postsurgical Pain in Thoracoscopic Pulmonary Nodule Surgery: A Retrospective Study with Propensity-Score-Matched Analysis

Pain Ther. 2024 May 28. doi: 10.1007/s40122-024-00611-8. Online ahead of print.

ABSTRACT

INTRODUCTION: Patients frequently suffer from debilitating chronic postsurgical pain (CPSP) subsequent to thoracoscopic surgery. The impact of postoperative dexmedetomidine infusion on CPSP remains elusive. This study aimed to scrutinize the effect of dexmedetomidine on both 1-year incidence of CPSP and the quality of recovery after thoracoscopic pulmonary nodule surgery.

METHODS: This retrospective analysis encompassed clinical and follow-up data from 1148 patients undergoing thoracoscopic pulmonary nodule surgery at our institution between September 2021 and August 2022. Depending on whether dexmedetomidine was infused intravenously or not on the first night after surgery, patients were stratified into the dexmedetomidine group or the control group, with propensity score matching applied to harmonize baseline characteristics. Comparative analysis sought to delineate distinctions of CPSP and recovery quality 1 year after surgery.

RESULTS: Following propensity score matching, a cohort of 258 patients in each group underwent analysis. Comparisons after matching revealed no statistically significant disparities in 1-year CPSP incidence [76/258 (29.5%) versus 78/258 (30.2%), P = 0.847], moderate-to-severe pain occurrence [17/76 (22.4%) versus 22/78 (28.2%), P = 0.405], neuropathic pain occurrence [11/76 (14.5%) versus 11/78 (14.1%), P = 0.948], and postoperative recovery quality assessed by 12-Item Short Form Health Survey (SF-12) score (113.1 [107.2, 116.0] versus 113.0 [107.4, 116.0], P = 0.328). Multivariate logistic regression analysis encompassing the entire cohort identified being female [odds ratio (OR) 2.10, 95% confidence interval (CI) 1.59-2.79, P < 0.001) and postoperative rescue analgesia (OR 1.47, 95% CI 1.09-1.96, P = 0.010) as risk factors for CPSP, while intraoperative fentanyl dosage (OR 0.92, 95% CI 0.87-0.98, P = 0.006) emerged as a protective factor.

CONCLUSION: The prolonged administration of dexmedetomidine did not yield discernible amelioration in either 1-year CPSP or the recovery quality after thoracoscopic surgery. Noteworthy risk factors for CPSP encompassed female sex, postoperative rescue analgesia, and diminished fentanyl dosage intraoperatively.

PMID:38805167 | DOI:10.1007/s40122-024-00611-8

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Nevin Manimala Statistics

Investigation of Gambling Behavior, Self-Confidence and Psychological Resilience Levels of University Students

J Gambl Stud. 2024 May 28. doi: 10.1007/s10899-024-10317-3. Online ahead of print.

ABSTRACT

The aim of this study is to examine the relationship between gambling behavior, self-confidence, and psychological resilience levels among university students. Additionally, the study aims to investigate the relationship between gambling behavior and socio-demographic variables. This descriptive and cross-sectional study was conducted between April and June 2023. The research employed a questionnaire, the Brief Psychological Resilience Scale, the South Oaks Gambling Screen (SOGS), and the Self-Confidence Scale. The study was carried out online, reaching 229 students through Google Forms. According to the SOGS scores, 4.8% of the students are at risk of gambling addiction. Male students have statistically significantly higher SOGS scores than female students. The SOGS score is significantly higher in working students, smokers, and alcohol drinkers (p < 0.05). No statistically significant relationship was found between the students’ SOGS scores and the self- confidence scale (p = 0.637) and the brief resilience scale (p = 0.675). It is thought that training should be given to risky groups in order to prevent gambling behavior. In addition, it is thought that supporting university students to be active in different arts and sports fields may have a positive effect on preventing and reducing addictions.

PMID:38805161 | DOI:10.1007/s10899-024-10317-3

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Nevin Manimala Statistics

Comparison of the monitoring of surface deformations in open-pit mines with Sentinel-1A and TerraSAR-X satellite radar data

Environ Monit Assess. 2024 May 28;196(6):581. doi: 10.1007/s10661-024-12717-9.

ABSTRACT

In case necessary precautions are not taken in surface mines, serious accidents and loss of life may occur, particularly due to large mass displacements. It is extremely important to identify the early warning signs of these displacements and take the necessary precautions. In this study, free medium-resolution satellite radar images from the European Space Agency’s (ESA) C-band Sentinel-1A satellite and commercial high-resolution satellite radar images (SAR, Synthetic Aperture Radar) from the Deutsches Zentrum für Luft- und Raumfahrt’s (DLR) X-band TerraSAR-X satellite were obtained, and it was attempted to reveal the traceability and adequacy of monitoring of deformations and possible mass displacements in the dump site of an open-pit coal mine. The compatibility of the results obtained from the satellite radar data with two devices of Global Positioning System (GPS) which were installed in the field was evaluated. Furthermore, the velocity results in the Line Of Sight (LOS) direction and vertical deformation velocity results obtained with all three approaches (GPS/Sentinel-1A, GPS/TerraSAR-X, and Sentinel-1A/TerraSAR-X) were compared. It was observed that the results were statistically equal and the directions of movement were similar/compatible. The result of this study showed that deformations at mine sites can be monitored with sufficient accuracy for early warning with free Sentinel-1A satellite data, although the TerraSAR-X satellite offers a higher resolution.

PMID:38805130 | DOI:10.1007/s10661-024-12717-9