Combined Integrative RNA-Seq and Serological sIgE Analysis Enhances Understanding of Fish Allergen Profiles and Diagnostic Strategy for Fish Allergy.

Fish allergy is a significant health concern, with diagnosis and management complicated by diverse fish species and allergens. We conducted a comprehensive RNA-seq analysis of eight fish species to identify allergen profiles, integrating ImmunoCAP sIgE data to explore associations with allergen expression and diagnostic performance. Over 30 putative fish allergens were identified, with varying sequence similarities and expression levels, roughly classifying fish into two groups based on parvalbumin (PV) expression. Higher similarities in allergen expression correlated with stronger sIgE data relationships among fish extracts. High PV expression and conserved PV sequences were linked to elevated sIgE measurements, potentially indicating higher allergenicity. For diagnosis, species-specific extract sIgE remained the best indicator of corresponding fish allergy diagnosis, while incorporating multiple sIgE data enhanced performance. In component-resolved diagnosis (CRD), the current panel with PV alone showed comparable performance to fish extract for PV-high fish allergy, while PV-low fish may require the inclusion of more minor allergens for improved CRD accuracy. This RNA-seq allergen analysis helps reveal fish allergen profiles, classify fish groups, and predict allergenicity, potentially improving CRD design and food management in fish allergy.

Patient Selection for Deep Brain Stimulation for Pantothenate Kinase-Associated Neurodegeneration.

Clinical Vignette: A 23-year-old woman with pantothenate kinase-associated neurodegeneration (PKAN) presented with medication-refractory generalized dystonia and an associated gait impairment. Clinical Dilemma: Bilateral globus pallidus internus (GPi) deep brain stimulation (DBS) can be an effective treatment for dystonia. However, outcomes for PKAN DBS have been variable and there are no standardized criteria for patient selection. Clinical Solution: Bilateral GPi DBS implantation resulted in improvement in dystonia and gait. The benefit has persisted over one year after implantation. Gap in Knowledge: PKAN is a rare neurodegenerative disorder and evidence supporting the use of PKAN DBS has been largely limited to case reports and case series. Consequently, there is a paucity of long-term data, especially on gait-related outcomes. Expert Commentary: The clinical characteristics of dystonia that respond to DBS tend to respond in PKAN. Clinicians counselling patients about the effects of DBS for PKAN should thoughtfully discuss gait and postural instability as important aspects to consider, especially as the disease will progress post-DBS.

A Survey of Occupational Musculoskeletal Symptoms Among Canadian Plastic Surgeons and Trainees.

Purpose: Despite the advances of modern operating rooms, surgeons often experience work environments that rival those of industrial workers with regard to the risk of musculoskeletal (MSK) injuries or disorders. Such injuries may result in loss of hours, decreased surgical volume, or premature retirement. This study aimed to investigate the prevalence and impact of MSK injuries among Canadian plastic surgeons and trainees. Methods: A cross-sectional, online survey was disseminated among Canadian plastic surgeons, defined as those registered as members of the Canadian Society of Plastic Surgeons, the Royal College of Physicians and Surgeons of Canada, or Plastic Surgery Residents. Results: This survey was disseminated to 604 Canadian plastic surgeons, fellows, and residents, of whom 139 responded (response rate 23.0%). Of the responders, 49.6% were male, 23.0% were >35 years of age, and 46.1% had been in practice for >10 years. The majority (72.7%) of respondents endorsed experiencing MSK symptoms after operating. Moreover, 18.7% of respondents felt their MSK symptoms had direct consequences on their performance as a surgeon. When MSK symptoms were reported to department heads, system change was only seen 44.4% of the time. Unsurprisingly, neck (76.2%), back (72.2%), and shoulders (48.5%) were the areas of pain most reported. Exercise was not shown to significantly reduce the impact of MSK symptoms resulting from operating (P = .06). Conclusions: Musculoskeletal symptoms are common among plastic surgeons and directly impact the performance of a large proportion of surgeons. Besides traditional efforts to reinforce good posture while operating, best practice policies and operating room optimization with regard to ergonomics are warranted.

Objectif: En dépit des progrès des salles d'opération modernes, les chirurgiens sont souvent confrontés à des environnements professionnels qui rappellent ceux des travailleurs de l'industrie pour ce qui concerne le risque de blessures et de troubles musculosquelettiques. De telles lésions peuvent se traduire par une perte d'heures, une baisse du volume des interventions chirurgicales ou une retraite prématurée. Cette étude visait à étudier la prévalence et les répercussions de lésions musculosquelettiques chez les chirurgiens et stagiaires en chirurgie plastique. Méthodes: Une enquête transversale en ligne a été envoyée à des chirurgiens plasticiens, définis comme membres de la Société canadienne des chirurgiens plasticiens, du Collège royal des médecins et chirurgiens du Canada et résidents en chirurgie plastique. Résultats: Cette enquête a été envoyée à 604 chirurgiens plasticiens, fellows et résidents et 139 d'entre eux ont répondu (taux de réponse de 23,0 %). Parmi les répondants, 49,6 % étaient des hommes, 23 % avaient plus de 35 ans et 46,1 % pratiquaient depuis plus de 10 ans. La majorité (72,7 %) des répondants a reconnu avoir éprouvé des symptômes musculosquelettiques après avoir opéré. De plus, 18,7 % des répondants ont estimé que leurs symptômes musculosquelettiques avaient des répercussions directes sur leur performance en tant que chirurgiens. Quand des symptômes musculosquelettiques ont été signalés aux responsables de départements, un changement n'a été observé dans le système que dans 44,4 % des cas. De façon non surprenante, les zones douloureuses le plus souvent signalées étaient le cou (76,2 %), le dos (72,2 %) et les épaules (48,5 %). L'activité physique n'a pas semblé réduire significativement l'impact des symptômes musculosquelettiques secondaires aux interventions (P = 0,06). Conclusions: Les symptômes musculosquelettiques sont fréquents chez les chirurgiens plasticiens et ont des répercussions directes sur les performances d'un important pourcentage de chirurgiens. À côté des efforts traditionnels pour renforcer une bonne posture pendant les opérations, les meilleurs politiques en matière de pratique et l'optimisation des salles d'opération en termes d'ergonomie sont justifiées.

Odorant receptors tuned to isothiocyanates in Drosophila melanogaster and their evolutionary expansion in herbivorous relatives.

Plants release complex volatile compounds to attract mutualists, deter herbivores, and deceive pollinators. Here, we used herbivorous specialist flies that feed on mustard plants (Scaptomyza spp.) and microbe-feeding species (Drosophila melanogaster and Scaptomyza spp.) to investigate how plant-derived electrophilic toxins such as isothiocyanates (ITCs) affect insects, and how flies detect these compounds through olfaction. In survival assays, D. melanogaster exposed to volatile allyl isothiocyanate (AITC), a toxin derived from many Brassicales plants, were acutely intoxicated, demonstrating the high toxicity of this volatile compound to non-specialized insects. Through single sensillum recordings (SSR) from olfactory organs and behavioral assays, we found that the Odorant receptor 42a (Or42a) is necessary for AITC detection and behavioral aversion. Comparative transcriptome and RNA FISH studies across the drosophilid genus Scaptomyza revealed lineage-specific triplication of Or42a in the Brassicales specialists and a doubling of Or42a-positive-olfactory sensory neurons. Heterologous expression experiments showed that Or42a paralogs in Brassicales-specialists exhibited broadened sensitivity to ITCs in a paralog-specific manner. Finally, AlphaFold2 modeling followed by site-directed mutagenesis and SSR identified two critical amino acid substitutions that conferred Or42a heighten sensitivity to Brassicales-derived ITCs. Our findings suggest that ITCs, which are toxic to most insects, can be detected and avoided by non-specialists like D. melanogaster through olfaction. In Brassicales specialists, these same Ors experienced gene duplication events that resulted in an expanded sensitivity to ITC compounds. Thus, the insect's olfactory system can rapidly adapt to toxic ecological niches provided by chemically-defended host plants through co-option of chemosensory capabilities already present in their ancestors.

Leptospirosis Outbreak in Aftermath of Hurricane Fiona - Puerto Rico, 2022.

Leptospirosis, an acute bacterial zoonotic disease, is endemic in Puerto Rico. Infection in approximately 10%-15% of patients with clinical disease progresses to severe, potentially fatal illness. Increased incidence has been associated with flooding in endemic areas around the world. In 2022, Hurricane Fiona, a Category 1 hurricane, made landfall and inundated Puerto Rico with heavy rainfall and severe flooding, increasing the risk for a leptospirosis outbreak. In response, the Puerto Rico Department of Health (PRDH) changed guidelines to make leptospirosis cases reportable within 24 hours, centralized the case investigation management system, and provided training and messaging to health care providers. To evaluate changes in risk for leptospirosis after Hurricane Fiona to that before the storm, the increase in cases was quantified, and patient characteristics and geographic distribution were compared. During the 15 weeks after Hurricane Fiona, 156 patients experienced signs and symptoms of leptospirosis and had a specimen with a positive laboratory result reported to PRDH. The mean weekly number of cases during this period was 10.4, which is 3.6 as high as the weekly number of cases during the previous 37 weeks (2.9). After Hurricane Fiona, the proportion of cases indicating exposure to potentially contaminated water increased from 11% to 35%, and the number of persons receiving testing increased; these factors likely led to the resulting overall surge in reported cases. Robust surveillance combined with outreach to health care providers after flooding events can improve leptospirosis case identification, inform clinicians considering early initiation of treatment, and guide public messaging to avoid wading, swimming, or any contact with potentially contaminated floodwaters.

Changes in adequacy of splanchnic oxygen delivery and splanchnic artery Doppler after bolus feedings in infants: A systematic review and meta-analysis.

BACKGROUND: Current practice regarding timing of feed initiation and feed tolerance largely relies on anecdotal practice and protocols. This study aims to provide an objective measure to guide clinical practice by analyzing changes in splanchnic regional oxygen saturation and Doppler patterns with feeds. METHODS: A systematic review was performed. Inclusion criteria were: 1) patients under 1 year of age; 2) splanchnic regional oxygen saturation with near infrared spectroscopy before and after feeds or mesenteric Doppler findings before and after feeds; and 3) clinical parameters must have been presented as either mean and standard deviation or median and range. Endpoints of interest included splanchnic regional oxygen saturation, splanchnic systolic velocity, and splanchnic diastolic velocity. Meta-analyses were conducted using an inverse-variance model. The pooled effects are reported as mean difference and 95% confidence interval. Meta-regression was conducted for each endpoint with the following independent variables entered into the model: study year, gestational age, birth weight, time to measurement, and age at time of study. RESULTS: This study included 8 studies with a total of 240 patients. Splanchnic regional oxygen saturation did not significantly differ after feeds (mean difference +1.0, 95% CI -2.9 to 4.9, p-value 0.62). Sensitivity analyses demonstrated that gestational age under 28 weeks was associated with a significant decrease in splanchnic regional oxygen saturation and GA over 30 weeks was not. Splanchnic artery systolic velocity was significantly higher after feeds (mean difference +34.0 cm/s, 95% CI 11.1-57.0 cm/s, p-value <0.01). Sensitivity analyses for gestational age and birth weight did not find any significant difference in pooled effect. CONCLUSION: Splanchnic regional oxygen saturation was significantly decreased after feeds in those patients under 28 weeks of gestation compared to those over 30 weeks. Systolic and diastolic Doppler velocities were significantly higher after feeds without differences in gestational age.

A scalable, spin-free approach to generate enhanced induced pluripotent stem cell-derived natural killer cells for cancer immunotherapy.

Natural killer (NK) cells play a vital role in innate immunity and show great promise in cancer immunotherapy. Traditional sources of NK cells, such as the peripheral blood, are limited by availability and donor variability. In addition, in vitro expansion can lead to functional exhaustion and gene editing challenges. This study aimed to harness induced pluripotent stem cell (iPSC) technology to provide a consistent and scalable source of NK cells, overcoming the limitations of traditional sources and enhancing the potential for cancer immunotherapy applications. We developed human placental-derived iPSC lines using reprogramming techniques. Subsequently, an optimized two-step differentiation protocol was introduced to generate high-purity NK cells. Initially, iPSCs were differentiated into hematopoietic-like stem cells using spin-free embryoid bodies (EBs). Subsequently, the EBs were transferred to ultra-low attachment plates to induce NK cell differentiation. iPSC-derived NK (iNK) cells expressed common NK cell markers (NKp46, NKp30, NKp44, CD16 and eomesodermin) at both RNA and protein levels. iNK cells demonstrated significant resilience to cryopreservation and exhibited enhanced cytotoxicity. The incorporation of a chimeric antigen receptor (CAR) construct further augmented their cytotoxic potential. This study exemplifies the feasibility of generating iNK cells with high purity and enhanced functional capabilities, their improved resilience to cryopreservation and the potential to have augmented cytotoxicity through CAR expression. Our findings offer a promising pathway for the development of potential cellular immunotherapies, highlighting the critical role of iPSC technology in overcoming challenges associated with traditional NK cell sources.

Beyond Pallidal or Subthalamic Deep Brain Stimulation to Treat Dystonia.

Deep brain stimulation of the subthalamic nucleus and globus pallidus internus is approved by the Food and Drug Administration for treating dystonia. Both targets have shown effectiveness in improving symptoms, but post-operative outcomes can vary significantly among patients. This variability has led researchers to explore alternative neuromodulation targets that might offer more consistent results. Emerging research has highlighted several promising new targets for DBS in dystonia. This review examines pre-clinical and clinical data on novel DBS targets for dystonia and explores non-invasive neuromodulation studies that shed light on the disease's underlying pathological circuitry.

What the trained eye cannot see: Quantitative kinematics and machine learning detect movement deficits in early-stage Parkinson's disease from videos.

BACKGROUND: Evaluation of disease severity in Parkinson's disease (PD) relies on motor symptoms quantification. However, during early-stage PD, these symptoms are subtle and difficult to quantify by experts, which might result in delayed diagnosis and suboptimal disease management. OBJECTIVE: To evaluate the use of videos and machine learning (ML) for automatic quantification of motor symptoms in early-stage PD. METHODS: We analyzed videos of three movement tasks-Finger Tapping, Hand Movement, and Leg Agility- from 26 aged-matched healthy controls and 31 early-stage PD patients. Utilizing ML algorithms for pose estimation we extracted kinematic features from these videos and trained three classification models based on left and right-side movements, and right/left symmetry. The models were trained to differentiate healthy controls from early-stage PD from videos. RESULTS: Combining left side, right side, and symmetry features resulted in a PD detection accuracy of 79 % from Finger Tap videos, 75 % from Hand Movement videos, 79 % from Leg Agility videos, and 86 % when combining the three tasks using a soft voting approach. In contrast, the classification accuracy varied between 40 % and 72 % when the movement side or symmetry were not considered. CONCLUSIONS: Our methodology effectively differentiated between early-stage PD and healthy controls using videos of standardized motor tasks by integrating kinematic analyses of left-side, right-side, and bilateral symmetry movements. These results demonstrate that ML can detect movement deficits in early-stage PD from videos. This technology is easy-to-use, highly scalable, and has the potential to improve the management and quantification of motor symptoms in early-stage PD.

Healthcare resource utilisation and suicidal ideation amongst adolescents in the US with posttraumatic stress disorder, major depressive disorder, and substance use disorders using electronic health records.

BACKGROUND: While PTSD is commonly associated with multiple comorbidities, studies have yet to quantify the impact of these comorbidities on key clinical outcomes and HCRU. This study explored risks of emergency room (ER) visits, inpatient admissions (IA), suicidal ideation (SI), and treatment follow-up duration (FU), amongst PTSD patients with comorbid MDD and/or SUD. METHODS: Using real-world data (RWD) generated by electronic health records accessed from the NeuroBlu database, a cohort of adolescent patients (12-17 yrs) was examined over a one-year study period following PTSD diagnosis. RESULTS: 5794 patients were included in the cohort. Compared to patients with only PTSD (n = 3061), those with comorbid MDD (n = 1820) had greater odds of ER (4.5 times), IA (1.6 times), and FU (4.3 times). Those with comorbid SUD (n = 653) had greater odds of IA (4.5 times), shorter FU (34 days), and lower odds of ER (0.5 times). Both comorbidities (n = 260) had greater odds of ER (3.8 times), IA (2.6 times), SI (3.6 times), and shorter FU (12 days). LIMITATIONS: These RWD had a high proportion of missingness. Health records of patients who changed service providers could not be accounted for in this study. CONCLUSIONS: Both MDD and SUD substantially elevated the risk of HCRU and suicidal ideation for PTSD patients.

Long-term risk of heart failure in adult cancer survivors: a systematic review and meta-analysis.

BACKGROUND: Cancer survivors are at increased risk of heart failure (HF). While cardiotoxicity is commonly sought at the time of cancer chemotherapy, HF develops as a result of multiple 'hits' over time, and there is limited evidence regarding the frequency and causes of HF during survivorship. OBJECTIVES: This systematic review sought to investigate the relationship between cardiotoxic cancer therapies and HF during survivorship. METHODS: We searched the EMBASE, MEDLINE and CINAHL databases for studies reporting HF in adult survivors (≥50 years old), who were ≥5 years postpotential cardiotoxic cancer therapy. A random effects model was used to examine the associations of HF. RESULTS: Thirteen papers were included, comprising 190 259 participants (mean age 53.5 years, 93% women). The risk of HF was increased (overall RR 1.47 (95% CI (1.17 to 1.86)). Cardiotoxic treatment, compared with cancer alone, provided a similar risk (RR of 1.46 (95% CI 0.98 to 2.16)). The overall HF incidence rate was 2.1% compared with 1.7% in the control arm-an absolute risk difference of 0.4%. In the breast cancer population ratio (11 studies), the overall HF RR was 2.57 (95% CI 1.35 to 4.90)). Although heterogeneity was significant (I2=77.2), this was explained by differences in patient characteristics; once multivariable analysis accounted for follow-up duration (OR 0.99, 95% CI (0.97 to 0.99), p=0.047), age (OR 1.14, 95% CI (1.04 to 1.25), p=0.003) and hypertension (OR 0.95, 95% CI (0.92 to 0.98), p<0.001), residual heterogeneity was low (I2=28.7). CONCLUSIONS: HF is increased in adult cancer survivors, associated with cardiotoxic cancer therapy and standard risk factors. However, the small absolute risk difference between survivors and controls suggests that universal screening of survivors is unjustifiable. A risk model based on age, cardiotoxic cancer therapy and standard risk factors may facilitate a selective screening process in this at-risk population.

Prognostic Significance of Hemodynamics in Patients With Transposition of the Great Arteries and Systemic Right Ventricle.

BACKGROUND: Patients with transposition of the great arteries (TGA) and systemic right ventricle often confront significant adverse cardiac events. The prognostic significance of invasive hemodynamic parameters in this context remains uncertain. Our hypothesis is that the aortic pulsatility index and hemodynamic profiling utilizing invasive measures provide prognostic insights for patients with TGA and a systemic right ventricle. METHODS: This retrospective multicenter cohort study encompasses adults with TGA and a systemic right ventricle who underwent cardiac catheterization. Data collection, spanning from 1994 to 2020, encompasses clinical and hemodynamic parameters, including measured and calculated values such as pulmonary capillary wedge pressure, aortic pulsatility index, and cardiac index. Pulmonary capillary wedge pressure and cardiac index values were used to establish 4 distinct hemodynamic profiles. A pulmonary capillary wedge pressure of ≥15 mm Hg indicated congestion, termed wet, while a cardiac index <2.2 L/min per m2 signified inadequate perfusion, labeled cold. The primary outcome comprised a composite of all-cause death, heart transplantation, or the requirement for mechanical circulatory support. RESULTS: Of 1721 patients with TGA, 242 individuals with available invasive hemodynamic data were included. The median follow-up duration after cardiac catheterization was 11.4 (interquartile range, 7.5-15.9) years, with a mean age of 38.5±10.8 years at the time of cardiac catheterization. Among hemodynamic parameters, an aortic pulsatility index <1.5 emerged as a robust predictor of the primary outcome, with adjusted hazard ratios of 5.90 (95% CI, 3.01-11.62; P<0.001). Among the identified 4 hemodynamic profiles, the cold/wet profile was associated with the highest risk for the primary outcome, with an adjusted hazard ratio of 3.83 (95% CI, 1.63-9.02; P<0.001). CONCLUSIONS: A low aortic pulsatility index (<1.5) and the cold/wet hemodynamic profile are linked with an elevated risk of adverse long-term cardiac outcomes in patients with TGA and systemic right ventricle.

Diagnostic Accuracy of the Abbott BinaxNOW COVID-19 Antigen Card Test, Puerto Rico.

BACKGROUND: The COVID-19 pandemic underscored the need for rapid and accurate diagnostic tools. In August 2020, the Abbott BinaxNOW COVID-19 Antigen Card test became available as a timely and affordable alternative for SARS-CoV-2 molecular testing, but its performance may vary due to factors including timing and symptomatology. This study evaluates BinaxNOW diagnostic performance in diverse epidemiological contexts. METHODS: Using RT-PCR as reference, we assessed performance of the BinaxNOW COVID-19 test for SARS-CoV-2 detection in anterior nasal swabs from participants of two studies in Puerto Rico from December 2020 to May 2023. Test performance was assessed by days post symptom onset, collection strategy, vaccination status, symptomatology, repeated testing, and RT-PCR cycle threshold (Ct) values. RESULTS: BinaxNOW demonstrated an overall sensitivity of 84.1% and specificity of 98.8%. Sensitivity peaked within 1-6 days after symptom onset (93.2%) and was higher for symptomatic (86.3%) than asymptomatic (67.3%) participants. Sensitivity declined over the course of infection, dropping from 96.3% in the initial test to 48.4% in testing performed 7-14 days later. BinaxNOW showed 99.5% sensitivity in participants with low Ct values (≤ 25) but lower sensitivity (18.2%) for participants with higher Cts (36-40). CONCLUSIONS: BinaxNOW demonstrated high sensitivity and specificity, particularly in early-stage infections and symptomatic participants. In situations where test sensitivity is crucial for clinical decision-making, nucleic acid amplification tests are preferred. These findings highlight the importance of considering clinical and epidemiological context when interpreting test results and emphasize the need for ongoing research to adapt testing strategies to emerging SARS-CoV-2 variants.

An Eye on the First Surgical Side: Appreciating the Potential Impacts of a Second DBS Lead on Ipsilateral Symptoms.

Clinical Vignette: A 63-year-old man with severe essential tremor underwent staged bilateral ventralis intermedius (Vim) deep brain stimulation (DBS). Left Vim DBS resulted in improved right upper extremity tremor control. Months later, the addition of right Vim DBS to the other brain hemisphere was associated with acute worsening of the right upper extremity tremor. Clinical Dilemma: In staged bilateral Vim DBS, second lead implantation may possibly alter ipsilateral tremor control. While ipsilateral improvement is common, rarely, it can disrupt previously achieved benefit. Clinical Solution: DBS programming, including an increase in left Vim DBS amplitude, re-established and enhanced bilateral tremor control. Gap in Knowledge: The mechanisms underlying changes in ipsilateral tremor control following a second lead implantation are unknown. In this case, worsening and subsequent improvement after optimization highlight the potential impact of DBS implantation on the ipsilateral side. Expert Commentary: After staged bilateral Vim DBS, clinicians should keep an eye on the first or original DBS side and carefully monitor for emergent side effects or worsening in tremor. Ipsilateral effects resulting from DBS implantation present a reprogramming opportunity with a potential to further optimize clinical outcomes. Highlights: This case report highlights the potential for ipsilateral tremor worsening following staged bilateral DBS and provides valuable insights into troubleshooting and reprogramming strategies. The report emphasizes the importance of vigilant monitoring and individualized management in optimizing clinical outcomes for patients undergoing staged bilateral DBS for essential tremor.

Characterizing Disease Progression in Parkinson's Disease from Videos of the Finger Tapping Test.

INTRODUCTION: Parkinson's disease (PD) is characterized by motor symptoms whose progression is typically assessed using clinical scales, namely the Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS). Despite its reliability, the scale is bounded by a 5-point scale that limits its ability to track subtle changes in disease progression and is prone to subjective interpretations. We aimed to develop an automated system to objectively quantify motor symptoms in PD using Machine Learning (ML) algorithms to analyze videos and capture nuanced features of disease progression. METHODS: We analyzed videos of the Finger Tapping test, a component of the MDS-UPDRS, from 24 healthy controls and 66 PD patients using ML algorithms for hand pose estimation. We computed multiple movement features related to bradykinesia from videos and employed a novel tiered classification approach to predict disease severity that employed different features according to severity. We compared our video-based disease severity prediction approach against other approaches recently introduced in the literature. RESULTS: Traditional kinematics features such as amplitude and velocity changed linearly with disease severity, while other non-traditional features displayed non-linear trends. The proposed disease severity prediction approach demonstrated superior accuracy in detecting PD and distinguishing between different levels of disease severity when compared to existing approaches.

Cultural differences in appraisals of control and posttraumatic stress disorder symptoms.

Background: Appraisals are central to posttraumatic stress disorder (PTSD). Yet, few studies have examined how culture influences the associations between different types of trauma-related appraisals and PTSD symptoms.Objective: This study investigated cultural influences on appraisals of control and their associations with PTSD symptoms.Method: European Australian (n = 140, Mage = 35.80, SD = 12.44; 21 men, 97 women, 20 gender diverse/prefer not to report) and Chinese Australian (n = 129, Mage = 30.16, SD = 8.93, 21 men, 97 women, 20 gender diverse/prefer not to report) trauma survivors completed measures of appraisals, cultural values, and PTSD symptoms.Results: Findings showed that the Chinese Australian group was associated with greater Chinese cultural beliefs about adversity (i.e. emphasizing the value of adversity and people's ability to overcome adversity) and fewer fatalism appraisals (i.e. appraising one's destiny as externally determined), which in turn were atemporally associated with fewer PTSD symptoms; these atemporal indirect associations were moderated by self-construal and holistic thinking. The Chinese Australian group also reported fewer secondary control appraisals (i.e. attempts to change aspects of the self and accept current circumstances), which were atemporally associated with greater PTSD symptoms. In contrast, the European Australian group was associated with fewer primary control appraisals (i.e. perceived ability to personally change or control a situation), which were atemporally associated with greater PTSD symptoms.Conclusion: These findings highlight the importance of considering the influence of culture on appraisals in PTSD. However, it must be noted that causal relationships cannot be inferred from cross-sectional mediation analyses and thus, future longitudinal research is needed.

Chinese Australian trauma survivors were associated with greater reporting of Chinese cultural beliefs about adversity and fewer fatalism appraisals, which were associated with fewer PTSD symptoms. These associations were moderated by a trauma survivor's self-construal and level of holistic thinking.Chinese Australian trauma survivors reported fewer secondary control appraisals, which were associated with greater PTSD symptoms.European Australian trauma survivors were associated with fewer primary control appraisals, which were associated with greater PTSD symptoms.

Corrigendum: Modeling the volume of tissue activated in deep brain stimulation and its clinical influence: a review.

[This corrects the article DOI: 10.3389/fnhum.2024.1333183.].

Comparing artificial intelligence guided image assessment to current methods of burn assessment.

Appropriate identification of burn depth and size is paramount. Despite the development of burn depth assessment aids [e.g., laser doppler imaging (LDI)], clinical assessment, which assesses partial thickness burn depth with 67% accuracy, currently remains the most consistent standard of practice. We sought to develop an image-based artificial intelligence system that predicts burn severity and wound margins for use as a triaging tool in thermal injury management. Modified EfficientNet architecture trained by 1684 mobile-device-captured images of different burn depths were previously utilized to create a convoluted neural network (CNN). The CNN was modified to a novel Boundary-Attention Mapping (BAM) algorithm using elements of saliency mapping, which was utilized to recognize the boundaries of burns. For validation, 144 patient charts that included clinical assessment, burn location, total body surface area, and LDI assessment were retrieved for a retrospective study. The clinical images underwent CNN-BAM assessment and were directly compared with the LDI assessment. CNN using a four-level burn severity classification achieved an accuracy of 85% (micro/macro-averaged ROC scores). The CNN-BAM system can successfully highlight burns from surrounding tissue with high confidence. CNN-BAM burn area segmentations attained a 91.6% accuracy, 78.2% sensitivity, and 93.4% specificity, when compared to LDI methodology. Results comparing the CNN-BAM outputs to clinical and LDI assessments have shown a high degree of correlation between the CNN-BAM burn severity predictions to those extrapolated from LDI healing potential (66% agreement). CNN-BAM algorithm gives equivalent burn-depth detection accuracy as LDI with a more economical and accessible application when embedded in a mobile device.