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1.
J Public Health Afr ; 15(1): 576, 2024.
Article in English | MEDLINE | ID: mdl-39229343

ABSTRACT

Background: The Collaboration for Evidence-based Healthcare and Public Health in Africa (CEBHA+) developed and offered a course on evidence-based public health (EBPH) in five sub-Saharan African (SSA) countries to enhance individual and institutional capacity. Aim: This study aims to assess, compare and learn from implementing the CEBHA+ EBPH course using the Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM) framework and Practical, Robust, Implementation and Sustainability Model (PRISM). Setting: This study involved CEHBA+ partner universities in five countries in SSA. Methods: We developed a framework that draws on signalling questions for RE-AIM and PRISM dimensions. Country teams reflected on, discussed and mapped unique experiences. Using this framework, we then elicited common themes across countries and distilled country-specific experiences through virtual discussions. Results: Across countries, 130 public health practitioners, researchers and students completed the course (Reach). The course increased EBPH knowledge and skills and the capacity to teach EBPH and resulted in immediate opportunities for applying skills (Effectiveness). Hybrid offering in two countries presented challenges regarding Internet connectivity and hybrid discussions. Facilitators had previous training in teaching EBPH. While learning material was the same across countries, the content was adapted to represent local public health priorities (Implementation, Adoption). Course materials have informed other related training leading to spin-offs (Maintenance). Institutionalisation is dependent on external funding. Conclusion: Strengthening EBPH capacity across contexts is feasible. Curricula containing both core and contextualised elements create an authentic learning environment. Formal evaluations should be embedded within capacity-strengthening initiatives. Contribution: This is the first study evaluating EBPH training in SSA using an implementation science lens, offering learning about context-relevant adaptations that assist with plans for sustainability and scale.

2.
Transl Behav Med ; 2024 Sep 19.
Article in English | MEDLINE | ID: mdl-39298683

ABSTRACT

There is a growing emphasis on reducing the gap between research and routine practice. Dissemination and Implementation (D&I) science offers theories, models, and frameworks to enhance the implementation, impact, and sustainment of new programs and interventions. Few training opportunities are available that help leaders, researchers, clinicians, and staff (implementers) translate original research into practice settings in a more timely and effective manner without requiring significant time away from their primary clinical duties. To address these needs, we designed a virtual Designing for Dissemination and Implementation (D4D&I) Learning Hub that offered foundational D&I knowledge and opportunities for skill building. We developed the D4D&I Learning Hub curricula to train novice participants in the multicomponent D4D&I implementation strategy bundle when implementing new programs or innovations. The components of the D4D&I strategy bundle include (i) Pre-implementation assessment for proactive planning and multilevel contextual assessment, (ii) Multilevel partner engagement to learn what is important to end-users and obtain buy-in, (iii) Implementation and adaptations guided by a pre-implementation assessment while retaining program fidelity, and (iv) Program evaluation. We utilized a virtual e-learning platform, expert trainers, mentorship, and a Virtual Learning Collaborative to deliver the six-module curricula to support participants' growth and success. We used quantitative and qualitative methods informed by the Kirkpatrick Evaluation Model to evaluate the D4D&I Learning Hub. Thirty-one participants completed the D4D&I Learning Hub across four cohorts. Participants found the D4D&I curricula relevant and favorable, indicating they acquired the intended knowledge and skills. In presentations of their key takeaways, participants cited a greater understanding of how to apply various D&I theories, models, and frameworks to their research, engage multilevel partners during all phases of implementation and evaluation, and assess fidelity and adaptations. Participants planned to incorporate the acquired D&I knowledge and skills in future publications, grant applications, and when implementing new programs and projects in clinical settings. The D4D&I Learning Hub provides foundational education for novice participants of D&I science. It promotes designing, disseminating, implementing, and evaluating effective programs in clinical settings. This article discusses the development and implementation of the D4D&I Learning Hub. In addition, we evaluated the first four cohorts using the Kirkpatrick Evaluation Model.


This article describes the design, delivery, and evaluation of an online educational course about the multicomponent Designing for Dissemination and Implementation strategy bundle to mitigate barriers when implementing new programs in real-world settings. This is important because many healthcare programs often never reach patients due to a lack of training for researchers and clinicians. This online Learning Hub provides an opportunity for healthcare leaders, researchers, clinicians, and staff to gain D&I knowledge, and practice skills that will help them offer new innovations in healthcare to patients. Further benefits of this Learning Hub are the emphasis on learning the foundations of D&I, practicing skills together, and creating healthcare partners who can work together to improve healthcare for patients.

3.
Brain Cogn ; 181: 106219, 2024 Sep 05.
Article in English | MEDLINE | ID: mdl-39241457

ABSTRACT

In overt movement, internal models make predictions about the sensory consequences of a desired movement, generating the appropriate motor commands to achieve that movement. Using available sensory feedback, internal models are updated to allow for movement adaptation and in-turn better performance. Whether internal models are updated during motor imagery, the mental rehearsal of movement, is not well established. To investigate internal modelling during motor imagery, 66 participants were exposed to a leftwards prism shift while performing actual pointing movements (physical practice; PP), imagined pointing movements (motor imagery; MI), or no pointing movements (control). If motor imagery updates internal models, we hypothesized that aftereffects (pointing in the direction opposite the prism shift) would be observed in MI, like that of PP, and unlike that of control. After prism exposure, the magnitude of aftereffects was significant in PP (4.73° ± 1.56°), but not in MI (0.34° ± 0.96°) and control (0.34° ± 1.04°). Accordingly, PP differed significantly from MI and control. Our results show that motor imagery does not update internal models, suggesting that it is not a direct simulation of overt movement. Furthering our understanding of the mechanisms that underlie learning through motor imagery will lead to more effective applications of motor imagery.

4.
Respir Res ; 25(1): 329, 2024 Sep 03.
Article in English | MEDLINE | ID: mdl-39227894

ABSTRACT

BACKGROUND: Preserved Ratio Impaired Spirometry (PRISm) is considered to be a precursor of chronic obstructive pulmonary disease. Radiomics nomogram can effectively identify the PRISm subjects from non-COPD subjects, especially when during large-scale CT lung cancer screening. METHODS: Totally 1481 participants (864, 370 and 247 in training, internal validation, and external validation cohorts, respectively) were included. Whole lung on thin-section computed tomography (CT) was segmented with a fully automated segmentation algorithm. PyRadiomics was adopted for extracting radiomics features. Clinical features were also obtained. Moreover, Spearman correlation analysis, minimum redundancy maximum relevance (mRMR) feature ranking and least absolute shrinkage and selection operator (LASSO) classifier were adopted to analyze whether radiomics features could be used to build radiomics signatures. A nomogram that incorporated clinical features and radiomics signature was constructed through multivariable logistic regression. Last, calibration, discrimination and clinical usefulness were analyzed using validation cohorts. RESULTS: The radiomics signature, which included 14 stable features, was related to PRISm of training and validation cohorts (p < 0.001). The radiomics nomogram incorporating independent predicting factors (radiomics signature, age, BMI, and gender) well discriminated PRISm from non-COPD subjects compared with clinical model or radiomics signature alone for training cohort (AUC 0.787 vs. 0.675 vs. 0.778), internal (AUC 0.773 vs. 0.682 vs. 0.767) and external validation cohorts (AUC 0.702 vs. 0.610 vs. 0.699). Decision curve analysis suggested that our constructed radiomics nomogram outperformed clinical model. CONCLUSIONS: The CT-based whole lung radiomics nomogram could identify PRISm to help decision-making in clinic.


Subject(s)
Lung , Nomograms , Pulmonary Disease, Chronic Obstructive , Tomography, X-Ray Computed , Humans , Male , Female , Middle Aged , Pulmonary Disease, Chronic Obstructive/diagnostic imaging , Tomography, X-Ray Computed/methods , Aged , Lung/diagnostic imaging , Spirometry/methods , Cohort Studies , Radiomics
5.
Narra J ; 4(2): e780, 2024 08.
Article in English | MEDLINE | ID: mdl-39280319

ABSTRACT

Pediatric patients with multiple organ failures in the pediatric intensive care unit (PICU) are at a higher risk of mortality. Assessing the mortality risk when patients are admitted to PICU is important to allocate treatment and care properly. The aim of this study was to compare the performance of the PRISM IV score within the first 24 and 72 hours to predict mortality in the PICU. Demographic, clinical, and laboratory data were collected to compute the PRISM IV in the first 24 and 72 hours among critically ill pediatric patients in the PICU at H. Adam Malik General Hospital, Medan, Indonesia, from April 2021 to February 2022. The comparison of the PRISM IV scores and its components within the first 24 and 72 hours was analyzed using the Wilcoxon test, Student's independent t-test or McNemar test. The role of PRISM IV score in predicting mortality was assessed using the receiver operating characteristic (ROC) curve. Out of 35 pediatric patients, 17 (48.6%) of them died. Platelet count (p=0.022), pCO2 (p=0.026), HCO3 (p=0.009), total CO2 (p=0.015), and base excess (p=0.001) were statistically different between 24 and 72 hours groups. The area under curve (AUC) for the first 24 hours using PRISM IV scores was 47.4% with p=0.792 (95%CI, 27.7%-67.1%). Meanwhile, the AUC of 72 hours group was 65.4%, p=0.121 (95%CI, 47.1%-83.6%). This study suggested that PRISM IV scores in the first 24 and 72 hours may not be a reliable screening tool for predicting mortality. However, further studies are suggested to validate these findings.


Subject(s)
Critical Illness , Intensive Care Units, Pediatric , Humans , Intensive Care Units, Pediatric/statistics & numerical data , Critical Illness/mortality , Male , Female , Child, Preschool , Child , Indonesia/epidemiology , Infant , Risk Assessment , ROC Curve , Hospital Mortality , Time Factors , Hospitalization/statistics & numerical data , Severity of Illness Index
6.
Sci Total Environ ; 950: 175395, 2024 Nov 10.
Article in English | MEDLINE | ID: mdl-39122030

ABSTRACT

BACKGROUND: Epidemiological evidence regarding the association between air pollutants and cardiopulmonary disease, mortality in individuals with preserved ratio impaired spirometry (PRISm), and their combined effects remains unclear. METHODS: We followed 36,149 participants with PRISm in the UK Biobank study. Annual concentrations of PM2.5, PM10, NO2, NOx, and SO2 at residential addresses were determined using a bilinear interpolation method, accounting for address changes. A multistate model assessed the dynamic associations between air pollutants and cardiopulmonary diseases and mortality in PRISm. Quantile g-computation was used to investigate the joint effects of air pollutants. RESULTS: Long-term exposure to PM2.5, PM10, NO2, NOx, and SO2 was significantly associated with the risk of cardiopulmonary disease in PRISm. The corresponding hazard ratios (HRs) [95 % confidence intervals (95 % CIs)] per interquartile range (IQR) were 1.49 (1.43, 1.54), 1.52 (1.46, 1.57), 1.34 (1.30, 1.39), 1.30 (1.26, 1.34), and 1.44 (1.41, 1.48), respectively. For mortality, the corresponding HRs (95 % CIs) per IQR were 1.36 (1.25, 1.47), 1.35 (1.24, 1.46), 1.27 (1.18, 1.36), 1.23 (1.15, 1.31), and 1.29 (1.20, 1.39), respectively. In PRISm, quantile g-computation analysis demonstrated that a quartile increase in exposure to a mixture of all air pollutants was positively associated with the risk of cardiopulmonary disease and mortality, with HRs (95 % CIs) of 1.84 (1.76, 3.84) and 1.45 (1.32, 1.57), respectively. CONCLUSION: Long-term individual and joint exposure to air pollutants (PM2.5, PM10, NO2, NOx, and SO2) might be an important risk factor for cardiopulmonary disease and mortality in high-risk populations with PRISm.


Subject(s)
Air Pollutants , Air Pollution , Spirometry , Humans , Air Pollution/adverse effects , Air Pollution/statistics & numerical data , Air Pollutants/adverse effects , Air Pollutants/analysis , Male , Female , Middle Aged , Environmental Exposure/statistics & numerical data , Environmental Exposure/adverse effects , Particulate Matter/analysis , Aged , Lung Diseases/epidemiology , Lung Diseases/mortality , United Kingdom/epidemiology , Cardiovascular Diseases/mortality , Cardiovascular Diseases/epidemiology , Adult
7.
Int J MS Care ; 26(Q3): 194-198, 2024 May.
Article in English | MEDLINE | ID: mdl-39105047

ABSTRACT

BACKGROUND: We aimed to evaluate the validity and reliability of the Turkish version of the Patient-Reported Impact of Spasticity Measure (PRISM-TR). METHODS: Expert opinions and the forward-back translation method were used for linguistic validation. Cronbach α and test-retest analysis were performed for reliability analysis. Correlations between the PRISM-TR and the Modified Ashworth Scale (MAS), the Numerical Rating Scale (NRS), and the Expanded Disability Status Scale (EDSS) were assessed. RESULTS: A total of 206 individuals with multiple sclerosis (MS; 139 women; mean age, 47.7 ± 11.3 years; mean EDSS score, 5.2 ± 1.5) who had not had a relapse in the previous 3 months were included in the study. Test-retest correlation coefficients were high for all subdimensions of the scale (0.95-0.99). All Cronbach α values for the PRISM-TR subdimensions, except for Positive Impact, were likewise quite high (0.85-0.94). PRISM-TR subscale scores were correlated with MAS, NRS, and EDSS scores (P < .001). CONCLUSIONS: PRISM-TR is a valid and reliable scale for use with Turkish individuals with MS. It is simple to use in the clinic and can be helpful in detecting patients' spasticity early in the disease course.

8.
Clin Ophthalmol ; 18: 2327-2335, 2024.
Article in English | MEDLINE | ID: mdl-39185361

ABSTRACT

Purpose: Favorable stereoacuity does not develop in all patients with partially refractive accommodative esotropia (PRAET) successfully aligned, and there have been few previous reports on the factors influencing stereoacuity outcomes in patients with PRAET treated with prismatic correction (PPC) and/or surgery. This study aimed to analyze factors affecting stereoacuity outcomes in patients of PRAET treated with PPC and surgery. Study Design: Retrospective study. Methods: Sixty-six patients with alignment within 10 prism diopters at final visit with PPC and surgery were included. According to the final stereoacuity, patients were grouped into the fine group (≤60 arcsec (")), the coarse group (60 "<, 3000" ≤), and absent stereoacuity group. Preoperative patient characteristics were compared among three groups using analysis of variance. Comparison of final stereoacuity among three groups based on age at onset (very early: ≤6 months; early: >6 months, ≤2 years; late: >2 years) was carried out with the Kruskal-Wallis test. Results: There were no differences in ages at initial PPC, at surgery, at final visit, durations of misalignment, of PPC, or after surgery; however, significant differences in ages at onset and initial visit were found. Age at onset in the absent group was significantly earlier than those of the fine and the coarse groups (p < 0.001 and p < 0.001, respectively). Moreover, of the 25 patients with age at onset >2 years, 18 patients (72%) showed fine or coarse stereoacuity (p < 0.001). Conclusion: Although stereoacuity outcomes in patients with early onset were poor despite of the finally successful alignments obtained with PPC and surgery, fine stereoacuity and coarse stereoacuity were obtained in 24% and 44% of patients with age at onset >2 years.

9.
Sensors (Basel) ; 24(16)2024 Aug 06.
Article in English | MEDLINE | ID: mdl-39204778

ABSTRACT

The article is dedicated to measuring the thickness of step height standards using the author's version of the variable wavelength interferometer (VAWI) in the reflected-light mode, where the interference pattern is created by the combination of two Wollaston prisms. The element of novelty consists in replacing the traditional search for the coincidence of fringes in the object and background with a continuous measurement of their periods and phases relative to the zero-order fringe. The resulting system of sinusoids is then analyzed using two methods: the classical one and the second utilizing the criterion of uniform thickness. The theory is followed by simulation and experimental parts, providing insight to the metrological potential of the VAWI technology.

10.
Acad Radiol ; 2024 Aug 26.
Article in English | MEDLINE | ID: mdl-39191563

ABSTRACT

RATIONALE AND OBJECTIVES: The structural lung features that characterize individuals with preserved ratio impaired spirometry (PRISm) that remain stable overtime are unknown. The objective of this study was to use machine learning models with computed tomography (CT) imaging to classify stable PRISm from stable controls and stable COPD and identify discriminative features. MATERIALS AND METHODS: A total of 596 participants that did not transition between control, PRISm and COPD groups at baseline and 3-year follow-up were evaluated: n = 274 with normal lung function (stable control), n = 22 stable PRISm, and n = 300 stable COPD. Investigated features included: quantitative CT (QCT) features (n = 34), such as total lung volume (%TLCCT) and percentage of ground glass and reticulation (%GG+Reticulationtexture), as well as Radiomic (n = 102) features, including varied intensity zone distribution grainy texture (GLDZMZDV). Logistic regression machine learning models were trained using various feature combinations (Base, Base+QCT, Base+Radiomic, Base+QCT+Radiomic). Model performances were evaluated using area under receiver operator curve (AUC) and comparisons between models were made using DeLong test; feature importance was ranked using Shapley Additive Explanations values. RESULTS: Machine learning models for all feature combinations achieved AUCs between 0.63-0.84 for stable PRISm vs. stable control, and 0.65-0.92 for stable PRISm vs. stable COPD classification. Models incorporating imaging features outperformed those trained solely on base features (p < 0.05). Compared to stable control and COPD, those with stable PRISm exhibited decreased %TLCCT and increased %GG+Reticulationtexture and GLDZMZDV. CONCLUSION: These findings suggest that reduced lung volumes, and elevated high-density and ground glass/reticulation patterns on CT imaging are associated with stable PRISm.

11.
Ann Phys Rehabil Med ; 67(7): 101871, 2024 Aug 21.
Article in English | MEDLINE | ID: mdl-39173550

ABSTRACT

BACKGROUND: Pilot studies suggest potential effects of neck muscle vibration (NMV) and prism adaptation (PA) on postural balance disturbances related to spatial cognition. OBJECTIVES: To evaluate the effect of 10 sessions of NMV and/or PA on ML deviation. We used the mediolateral centre of pressure position (ML deviation) as a biomarker for spatial cognition perturbation, hypothesising that PA and NMV would improve ML deviation, with a potential synergistic impact when used together. METHODS: We conducted a multicentre, single-blind, randomised controlled study. Participants within 9 months of a right-hemisphere supratentorial stroke and with less than 40% body weight supported on the paretic side in standing were randomised into 4 groups (PA, NMV, PA+NMV, or control). PRIMARY OUTCOME: ML deviation at Day 14. SECONDARY OUTCOMES: force platform data, balance abilities, autonomy, and ML deviation, measured just after the first session (Day 1), at Day 90, and Day 180. A generalised linear mixed model (GLMM) assessed intervention effects on these outcomes, adjusting for initial ML deviation and incorporating other relevant factors. RESULTS: 89 participants were randomised and data from 80 participants, mean (SD) age 59.2 (10.2) years, mean time since stroke 94 (61) days were analysed. At Day 14, a weak time x group interaction (P = .001, omega-squared = 0.08) was found, with no significant between-group differences in ML deviation (P = .12) or in secondary outcomes (P = .08). Between-group differences were found on Day 1 (P = .03), Day 90 (P = .001) and Day 180 (P < .0001) regardless of age and stroke-related data. On Day 1, ML deviation improved in both the PA and NMV groups (P = .03 and P = .01). In contrast, ML deviation deteriorated in the NMV+PA group on Day 90 and Day 180 (P = .01 and P = .01). CONCLUSIONS: The study found no evidence of any beneficial effects of repeated unimodal or combined sessions of NMV and/or PA on ML deviation after stroke. TRIAL REGISTRATION: ClinicalTrials.gov identifier NCT01677091.

12.
Arch Gerontol Geriatr ; 126: 105539, 2024 11.
Article in English | MEDLINE | ID: mdl-38954987

ABSTRACT

INTRODUCTION: This study endeavors to decipher the association between Activin A and PRISm, thereby addressing the potential of Activin A as a serum biomarker for early detection and long-term clinical outcome prediction of PRISm and subsequent all-cause mortality. METHODS: The study sample comprised middle-aged and older adults from the I-Lan Longitudinal Aging Study. Pulmonary function including forced vital capacity (FVC) and forced expiratory volume in one second (FEV1) were measured. Demographic data and laboratory data (including serum Activin A levels) were also collected. Multivariate logistic regression and Cox proportional hazards models were used to identify independent predictors of PRISm and all-cause mortality, respectively. RESULTS: Among 711 eligible participants, 34 % had PRISm. The risk of PRISm elevated with Activin A levels in group quartiles (adjusted odds ratio (aOR), Q2: 1.606 [95 % CI 0.972-2.652], p = 0.064, Q3: 2.666 [1.635-4.348], p < 0.001, Q4: 3.225 [1.965-5.293], p < 0.001). On the other hand, lower hemoglobin (aOR: 1.122, p = 0.041) and higher blood urea nitrogen (BUN) levels (aOR: 1.033, p = 0.048) were associated with increased risk of PRISm. In addition, the PRISm group had a higher all-cause mortality rate (non-PRISm 4.5% vs. PRISm 8.3 %, p = 0.038). Multivariate Cox models also identify a higher level of Activin A as a risk factor of all-cause mortality (aHR: 1.001 [1.000-1.003], p = 0.042). CONCLUSIONS: Higher Activin A quartiles were linked to increased risk of PRISm, along with lower hemoglobin and higher BUN levels. Additonally, elevated Activin A was a significant risk factor of all-cause mortality.


Subject(s)
Activins , Biomarkers , Independent Living , Spirometry , Humans , Male , Female , Activins/blood , Biomarkers/blood , Aged , Middle Aged , Forced Expiratory Volume , Vital Capacity , Longitudinal Studies , Proportional Hazards Models
13.
Neurosci Biobehav Rev ; 164: 105814, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39032842

ABSTRACT

Visuomanual prism adaptation (PA), which consists of pointing to visual targets while wearing prisms that shift the visual field, is one of the oldest experimental paradigms used to investigate sensorimotor plasticity. Since the 2000's, a growing scientific interest emerged for the expansion of PA to cognitive functions in several sensory modalities. The present work focused on the aftereffects of PA within the auditory modality. Recent studies showed changes in mental representation of auditory frequencies and a shift of divided auditory attention following PA. Moreover, one study demonstrated benefits of PA in a patient suffering from tinnitus. According to these results, we tried to shed light on the following question: How could this be possible to modulate audition by inducing sensorimotor plasticity with glasses? Based on the literature, we suggest a bottom-up attentional mechanism involving cerebellar, parietal, and temporal structures to explain crossmodal aftereffects of PA. This review opens promising new avenues of research about aftereffects of PA in audition and its implication in the therapeutic field of auditory troubles.


Subject(s)
Adaptation, Physiological , Auditory Perception , Humans , Auditory Perception/physiology , Adaptation, Physiological/physiology , Visual Perception/physiology , Attention/physiology , Figural Aftereffect/physiology
14.
Vavilovskii Zhurnal Genet Selektsii ; 28(3): 332-341, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38988763

ABSTRACT

One of the primary theories regarding the development of schizophrenia revolves around genetics, indicating the involvement of hereditary factors in various processes, including inflammation. Research has demonstrated that inflammatory reactions occurring in microglia can impact the progression of the disease. It has also been established that genetically determined changes in IL-1 can contribute to schizophrenia, thereby confirming the role of the IL-1 gene cluster in disease susceptibility. The aim of this study is a computer-based assessment of the structural interactions of IL-1 proteins with their receptors in schizophrenia. The study utilized the DisGeNET database, enabling the assessment of the reliability of identified IL-1 polymorphisms. Polymorphisms were also sought using NCBI PubMed. The NCBI Protein service was employed to search for and analyze the position of the identified polymorphisms on the chromosome. Structures for modeling were extracted from the Protein Data Bank database. Protein modeling was conducted using the SWISS-MODEL server, and protein interaction modeling was performed using PRISM. Notably, this study represents the first prediction of the interactions of IL-1α, IL-1ß, and IL- 1RA proteins, taking into account the presence of single-nucleotide polymorphisms associated with schizophrenia in the sequence of the corresponding genes. The results indicate that the presence of SNP rs315952 in the IL-1RA protein gene, associated with schizophrenia, may lead to a weakening of the IL-1RA binding to receptors, potentially triggering the initiation of the IL-1 signaling pathway by disrupting or weakening the IL-1RA binding to receptors and facilitating the binding of IL-1 to them. Such alterations could potentially lead to a change in the immune response. The data obtained contribute theoretically to the development of ideas about the molecular mechanisms through which hereditary factors in schizophrenia influence the interactions of proteins of the IL-1 family, which play an important role in the processes of the immune system.

15.
Eur J Radiol Open ; 13: 100580, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38989052

ABSTRACT

Purpose: It is vital to develop noninvasive approaches with high accuracy to discriminate the preserved ratio impaired spirometry (PRISm) group from the chronic obstructive pulmonary disease (COPD) groups. Radiomics has emerged as an image analysis technique. This study aims to develop and confirm the new radiomics-based noninvasive approach to discriminate these two groups. Methods: Totally 1066 subjects from 4 centers were included in this retrospective research, and classified into training, internal validation or external validation sets. The chest computed tomography (CT) images were segmented by the fully automated deep learning segmentation algorithm (Unet231) for radiomics feature extraction. We established the radiomics signature (Rad-score) using the least absolute shrinkage and selection operator algorithm, then conducted ten-fold cross-validation using the training set. Last, we constructed a radiomics signature by incorporating independent risk factors using the multivariate logistic regression model. Model performance was evaluated by receiver operating characteristic (ROC) curve, calibration curve, and decision curve analyses (DCA). Results: The Rad-score, including 15 radiomic features in whole-lung region, which was suitable for diffuse lung diseases, was demonstrated to be effective for discriminating between PRISm and COPD. Its diagnostic accuracy was improved through integrating Rad-score with a clinical model, and the area under the ROC (AUC) were 0.82(95 %CI 0.79-0.86), 0.77(95 %CI 0.72-0.83) and 0.841(95 %CI 0.78-0.91) for training, internal validation and external validation sets, respectively. As revealed by analysis, radiomics nomogram showed good fit and superior clinical utility. Conclusions: The present work constructed the new radiomics-based nomogram and verified its reliability for discriminating between PRISm and COPD.

16.
Front Psychol ; 15: 1391711, 2024.
Article in English | MEDLINE | ID: mdl-38966730

ABSTRACT

Prism adaptation (PA) is a sensorimotor technique that has been shown to alleviate neglect symptoms. Due to its demonstrated functional effectiveness, PA has recently been implemented in virtual reality environments. However, research on virtual prism adaptation (VPA) is limited and it lacks a standardized methodological approach. It is crucial to investigate whether VPA can be effective in inducing traditional effect of PA and to have potential utility in a rehabilitation context. Clarifying this aspect would allow the use of VPA in a wider range of contexts and neurological disorders, with the additional opportunity to overcome PA traditional limits. The aim of the present study is to revise current literature on VPA in both healthy individuals and patients highlighting also its advantages and limitations. Studies performed between 2013 and 2023 and fulfilling the inclusion criteria were searched on three electronic databases, by combining the terms "Virtual prism adaptation" and "Virtual prism adaptation therapy. Out of 123 articles, only 16 met the inclusion criteria. The current literature review suggests that VPA may serve as a potentially useful tool for inducing visuomotor adaptation, with most studies conducted in healthy individuals. The high variability in the methodologies observed among studies suggests that more standardized approaches are needed to gain a deeper understanding of the mechanisms underlying adaptation and aftereffects when PA is administered in a virtual environment. Future studies should also address practical applications and clinical efficacy of VPA, particularly in patients with spatial neglect.

17.
J Clin Med ; 13(13)2024 Jun 22.
Article in English | MEDLINE | ID: mdl-38999220

ABSTRACT

Pulmonary function tests (PFTs) are pivotal in diagnosing and managing a broad spectrum of respiratory disorders. These tests provide critical insights into lung health, guiding diagnoses, assessing disease severity, and shaping patient management strategies. This review addresses the complexities and nuances inherent in interpreting PFT data, particularly in light of recent updates from the European Respiratory Society (ERS) and American Thoracic Society (ATS). These updates have refined interpretive strategies, moving away from definitive diagnostic uses of spirometry to a more probabilistic approach that better accounts for individual variability through the use of Z-scores and lower limits of normal (LLNs). Significantly, this narrative review delves into the philosophical shift in spirometry interpretation, highlighting the transition from direct clinical diagnostics to a more nuanced evaluation geared towards determining the likelihood of disease. It critiques the reliance on fixed ratios and emphasizes the need for reference values that consider demographic variables such as age, sex, height, and ethnicity, in line with the latest Global Lung Function Initiative (GLI) equations. Despite these advances, challenges remain in ensuring uniformity across different predictive models and reference equations, which can affect the accuracy and consistency of interpretations. This paper proposes a streamlined three-step framework for interpreting PFTs, aiming to unify and simplify the process to enhance clarity and reliability across various medical specialties. This approach not only aids in accurate patient assessments but also mitigates the potential for misdiagnosis and ensures more effective patient management. By synthesizing contemporary guidelines and integrating robust physiological principles, this review fosters a standardized yet flexible approach to PFT interpretation that is both scientifically sound and practically feasible.

18.
Sudan J Paediatr ; 24(1): 49-55, 2024.
Article in English | MEDLINE | ID: mdl-38952624

ABSTRACT

Critically ill children frequently encounter the most common and potentially life-threatening electrolyte disturbances, i.e., hyponatremia. It is an independent risk factor for prolonged hospitalization in the intensive care unit and increased in-hospital mortality. Hyponatremia occurs in up to 20%-30% of admissions in the pediatric intensive care unit (PICU). This observational study was conducted in the PICU of a tertiary care hospital in a developing country from September 2018 to September 2019. Admission criteria in our PICU are the need for mechanical ventilation, fulminant hepatic failure, vasopressor support, respiratory failure and poorly controlled seizure. We studied 256 children, aged 1 month to 18 years, with normal serum sodium at admission. In our study, 72 (28.1%) children developed hyponatremia, and about two third (n=48, 66.7%) of them developed within 72 hours of admission in PICU. The majority of children (n = 46, 63.9%) in the hyponatremic group were below 5 years. Wasted children (n = 68, 26.6%) in the hyponatremic and isonatremic groups were 20 (27.8%) and 48 (26%), respectively. The most common etiology of hyponatremia was cerebral salt wasting syndrome (n = 20, 27.8%) followed by drug-induced cases (n = 19, 26.4%). The drugs responsible were diuretics and anti-epileptics. In our study, multiorgan failure (OR = 5.05, 95%CI = 1.90-13.43; p = 0.0001), shock (OR = 7.38, 95%CI = 3.56-12.28; p = 0.0001), vasopressor use (OR = 6.74, 95%CI = 3.45-13.17; p = 0.0001) and coagulopathy (OR = 6.74, 95%CI = 3.45-13.17; p = 0.0001) were the risk factors for the development of hyponatremia. Mortality among the hyponatremic group (44.4%) was significantly higher than in the isonatremic group (21.7%). Hyponatremia is a common electrolyte disturbance found in critically ill patients and is associated with prolonged hospitalization and increased mortality.

19.
Implement Sci Commun ; 5(1): 82, 2024 Jul 24.
Article in English | MEDLINE | ID: mdl-39049078

ABSTRACT

BACKGROUND: Diabetes is a serious public health problem affecting 37.3 million Americans. Diabetes shared medical appointments (SMAs) are an effective strategy for providing diabetes self-management support and education in primary care. However, practices delivering SMAs experience implementation challenges. This analysis examined conditions associated with successful practice implementation of diabetes SMAs in the context of participation in a pragmatic trial. METHODS: Mixed methods study using qualitative and quantitative data collected from interviews, observations, surveys, and practice-reported data, guided by the practical, robust implementation and sustainability model (PRISM). Data were analyzed using qualitative comparative analysis (QCA). Successful implementation was defined as meeting patient recruitment targets (Reach) during the study period. Participants were clinicians and staff members from 22 primary care practices in Colorado and Missouri, USA. RESULTS: The first necessary condition identified from the QCA was the presence of additional resources for patients with diabetes in the practice. Within practices that had these additional resources, we found that a sufficiency condition was the presence of an effective key person to make things happen with the SMAs. A second QCA was conducted to determine conditions underlying the presence of the effective key person (often performing functions of an implementation champion), which revealed factors including low or managed employee turnover, a strong baseline practice culture, and previous experience delivering SMAs. CONCLUSIONS: Identification of key factors necessary and sufficient for implementation of new care processes is important to enhance patient access to evidence-based interventions. This study suggests that practice features and resources have important implications for implementation of diabetes SMAs. There may be opportunities to support practices with SMA implementation by enabling the presence of skilled implementation champions. TRIAL REGISTRATION: Registered at clinicaltrials.gov under trial ID NCT03590041, registered on July 18, 2018.

20.
Syst Rev ; 13(1): 171, 2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38971833

ABSTRACT

BACKGROUND: Preserved ratio impaired spirometry (PRISm) is a type of abnormal lung function. PRISm and mortality have been explored in several studies, but a comprehensive evaluation of the associations is limited. The current study aims to conduct a systematic review and meta-analysis in order to investigate the mortality and cardiovascular diseases in patients with PRISm. METHODS: PubMed, Embase, and Web of Science databases, as well as gray literature sources, were searched for relevant studies published up to 7 September 2023 without language restrictions. This review included all published observational cohort studies that investigated the association of PRISm with mortality in the general population, as well as subgroup analyses in smokers and pre-bronchodilation spirometry studies. The outcomes of interest were all-cause mortality, cardiovascular mortality, and respiratory-related mortality. The Newcastle-Ottawa scale assessed study quality. Sensitivity and subgroup analyses explored heterogeneity and robustness. Publication bias was assessed with Egger's and Begg's tests. RESULTS: Overall, eight studies were included in this meta-analysis. The pooled HR was 1.60 (95% CI, 1.48-1.74) for all-cause mortality, 1.68 (95% CI, 1.46-1.94) for CVD mortality, and 3.09 (95% CI, 1.42-6.71) for respiratory-related mortality in PRISm group compared to normal group. In the subgroup analysis, participants with PRISm had a higher effect (HR, 2.11; 95% CI, 1.74-2.54) on all-cause mortality among smokers relative to participants with normal spirometry. Furthermore, the association between PRISm and mortality risk was consistent across several sensitivity analyses. CONCLUSIONS: People with PRISm were associated with an increased risk of all-cause mortality, CVD mortality, and respiratory-related mortality as compared to those with normal lung function in the general population. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42023426872.


Subject(s)
Cardiovascular Diseases , Spirometry , Humans , Cardiovascular Diseases/mortality , Cause of Death
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