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Teen dating violence (TDV) is a prevalent problem in the United States. Although research indicates that prevention programs have favorable effects on TDV knowledge/attitudes, there is limited evidence of meaningful effects on behavior. This is important, as researchers often measure the former as a proxy for the latter. The present study uses pre-posttest data from students participating in the Relationship Education Project, a TDV prevention program implemented in 19 middle and high schools in South Carolina, to examine associations between changes in TDV attitudes and TDV behavior. Findings indicate favorable changes in attitudes toward controlling and supportive dating behaviors were associated with lower incidents of some TDV behaviors. Implications for measuring TDV program effects and preventing TDV by fostering attitude change are discussed.

An emerging body of literature supports the role of individualized prognostic tools to guide the management of patients after trauma. The aim of this study was to develop advanced modeling tools from multidimensional data sources, including immunological analytes and clinical and administrative data, to predict outcomes in trauma patients.This was a prospective study of trauma patients at Level 1 centers from 2015 to 2019. Clinical, flow cytometry, and serum cytokine data were collected within 48 hours of admission. Sparse logistic regression models were developed, jointly selecting predictors and estimating the risk of ventilator-associated pneumonia, acute kidney injury, complicated disposition (death, rehabilitation, or nursing facility), and return to the operating room. Model parameters (regularization controlling model sparsity) and performance estimation were obtained via nested leave-one-out cross-validation.A total of 179 patients were included. The incidences of ventilator-associated pneumonia, acute kidney injury, complicated disposition, and return to the operating room were 17.7%, 28.8%, 22.5%, and 12.3%, respectively. Regarding extensive resource use, 30.7% of patients had prolonged intensive care unit stay, 73.2% had prolonged length of stay, and 23.5% had need for prolonged ventilatory support. The models were developed and cross-validated for ventilator-associated pneumonia, acute kidney injury, complicated dispositions, and return to the operating room, yielding predictive areas under the curve from 0.70 to 0.91. Each model derived its optimal predictive value by combining clinical, administrative, and immunological analyte data.Clinical, immunological, and administrative data can be combined to predict post-traumatic outcomes and resource use. Multidimensional machine learning modeling can identify trauma patients with complicated clinical trajectories and high resource needs.

Background During the COVID-19 pandemic, governments and researchers have used routine health data to estimate potential declines in the delivery and uptake of essential health services. This research relies on the data being high quality and, crucially, on the data quality not changing because of the pandemic. In this paper, we investigated those assumptions and assessed data quality before and during COVID-19. Methods We obtained routine health data from the DHIS2 platforms in Ethiopia, Haiti, Lao People’s Democratic Republic, Nepal, and South Africa (KwaZulu-Natal province) for a range of 40 indicators on essential health services and institutional deaths. We extracted data over 24 months (January 2019–December 2020) including pre-pandemic data and the first 9 months of the pandemic. We assessed four dimensions of data quality: reporting completeness, presence of outliers, internal consistency, and external consistency. Results We found high reporting completeness across countries and services and few declines in reporting at the onset of the pandemic. Positive outliers represented fewer than 1% of facility-month observations across services. Assessment of internal consistency across vaccine indicators found similar reporting of vaccines in all countries. Comparing cesarean section rates in the HMIS to those from population-representative surveys, we found high external consistency in all countries analyzed. Conclusions While efforts remain to improve the quality of these data, our results show that several indicators in the HMIS can be reliably used to monitor service provision over time in these five countries.

This study is the continuation of the research into creating validated translations of the Artificial Social Agent (ASA) Questionnaire for evaluating human-ASA interactions. Following a similar approach as a study for creating a Mandarin-Chinese translation of the same questionnaire (https://osf.io/p753d), we will translate the original English ASA questionnaire into German and Dutch with the help of experts. Questionnaire items will be translated into German/Dutch, followed by a user study to evaluate the correlation between the original and translated items. Items with a correlation below a certain cut-off will be re-translated and re-evaluated in up to two further rounds. This work is funded by the multidisciplinary research project Perfect Fit, which is supported by several funders organized by the Netherlands Organization for Scientific Research (NWO), program Commit2Data - Big Data & Health (project number 628.011.211). Besides NWO, the funders include the Netherlands Organisation for Health Research and Development (ZonMw), Hartstichting, the Ministry of Health, Welfare and Sport (VWS), Health Holland, and the Netherlands eScience Center. The German translation is further funded by the North Rhine-Westphalia state government in Germany.

This paper aims to identify the challenges in the cultivation and marketing of tomatoes and the marketing mechanisms for the surplus production of tomatoes. This paper uses in-depth interviews with twenty-eight farmers and nine agricultural officials in different parts of Jaffna district. Focus group discussion was conducted to explore themes; six sub-themes were identified under two broad themes. Climatic changes, Modern technology adaptation, price fluctuation, and institutionalized policy, product diversification, and systematic marketing mechanisms were the identified sub-themes in this research study. Different strategies to overcome the climatic changes should be developed. As observed, local level adaptation and farm management system should be adapted in tomato farming system. Creation of an economic center in the region is very useful in order to avoid price fluctuations and losses faced by the farmers. Government should make policies to put up a processing center which in turn will give many employment opportunities for the youths and tomato farmers in the region.

The central argument of this book is that ‘Only a theory of strikes that goes beyond a focus on trade unions and the workplace will be able to grasp the forms of labour conflict that affect the maj...

The culture wars, or battle between American conservatives and progressives to define national values, appeared to be in abeyance until they were seemingly reignited by Donald Trump’s “Make America Great Again” rally cry. Yet, contemporary culture wars are different from those of previous decades because, instead of being driven by political and intellectual elites, they are often fought by populist voices on social media platforms. Additionally, whereas culture wars have traditionally been understood as reactionary to changes in local communities, social media may redefine community such that threats emerging in one geographic area reverberate across the country. In this study, we analyze 1658 comments posted to four ideologically divergent Reddit communities in response to Drag Queen Story Hour, which entails drag performers reading books to children in libraries. Our analysis demonstrates ways that different communities grapple with cultural threat, with those who have historically influenced American values exhibiting fear over the power they stand to lose. Additionally, in our analysis, members of online communities responded to threats that materialized in geographic communities to which they did not necessarily have a tangible connection. Thus, the diffuse nature of digital age culture wars may render distinctions between abstract and tangible threats obsolete.

An important step towards the development of treatments for cognitive impairment in ageing and neurodegenerative diseases is to identify genetic and environmental modifiers of cognitive function and understand the mechanism by which they exert an effect. In Huntington’s disease, the most common autosomal dominant dementia, a small number of studies have identified intellectual enrichment, i.e. a cognitively stimulating lifestyle and genetic polymorphisms as potential modifiers of cognitive function. The aim of our study was to further investigate the relationship and interaction between genetic factors and intellectual enrichment on cognitive function and brain atrophy in Huntington’s disease. For this purpose, we analysed data from Track-HD, a multi-centre longitudinal study in Huntington’s disease gene carriers and focused on the role of intellectual enrichment (estimated at baseline) and the genes FAN1, MSH3, BDNF, COMT and MAPT in predicting cognitive decline and brain atrophy. We found that carrying the 3a allele in the MSH3 gene had a positive effect on global cognitive function and brain atrophy in multiple cortical regions, such that 3a allele carriers had a slower rate of cognitive decline and atrophy compared with non-carriers, in agreement with its role in somatic instability. No other genetic predictor had a significant effect on cognitive function and the effect of MSH3 was independent of intellectual enrichment. Intellectual enrichment also had a positive effect on cognitive function; participants with higher intellectual enrichment, i.e. those who were better educated, had higher verbal intelligence and performed an occupation that was intellectually engaging, had better cognitive function overall, in agreement with previous studies in Huntington’s disease and other dementias. We also found that intellectual enrichment interacted with the BDNF gene, such that the positive effect of intellectual enrichment was greater in Met66 allele carriers than non-carriers. A similar relationship was also identified for changes in whole brain and caudate volume; the positive effect of intellectual enrichment was greater for Met66 allele carriers, rather than for non-carriers. In summary, our study provides additional evidence for the beneficial role of intellectual enrichment and carrying the 3a allele in MSH3 in cognitive function in Huntington’s disease and their effect on brain structure.

When the genetic test for the Huntington’s disease (HD) HTT expansion first became available almost 30 years ago, only 1% of patients tested negative. Since then, the test has become more accessible and the HD phenotype has expanded. More patients are being tested overall, and more negative tests are being received. These patients are deemed “HD phenocopy syndromes” (HDPC). In this study we established a current estimate for the prevalence of these patients. We also surveyed HD clinician experts on what would make them consider an HD test and compared both HD and HDPC patients to these expectations to decide whether they could be distinguished clinically; this proved impossible even when comparing symptom patterns. We re-analysed existing gene panel data for likely and potentially deleterious variants. Furthermore, we determined principles to prioritise patients for whole-genome sequencing (WGS). It was used to probe a 50 patient strong subcohort of HD phenocopy syndromes for known causes of HD-like and other neurodegenerative disease, identifying one ATXN1 expansion using ExpansionHunter®. This was a small genetic substudy and therefore unsurprisingly no other known deleterious variants could be identified as in these cryptic understudied syndromes. Novel variants in known genes and variants in genes not yet linked to neurodegeneration may play an outsized role.

The pathophysiology of the inflammatory response after major trauma is complex, and the magnitude correlates with severity of tissue injury and outcomes. Study of infection-mediated immune pathways has demonstrated that cellular microRNAs may modulate the inflammatory response. The authors hypothesize that the expression of microRNAs would correlate to complicated recoveries in polytrauma patients (PtPs). METHODS: Polytrauma patients enrolled in the prospective observational Tissue and Data Acquisition Protocol with Injury Severity Score of >15 were selected for this study. Polytrauma patients were divided into complicated recoveries and uncomplicated recovery groups. Polytrauma patients' blood samples were obtained at the time of admission (T0). Established biomarkers of systemic inflammation, including cytokines and chemokines, were measured using multiplexed Luminex-based methods, and novel microRNAs were measured in plasma samples using multiplex RNA hybridization. RESULTS: Polytrauma patients (n = 180) had high Injury Severity Score (26 [20–34]) and complicated recovery rate of 33%. MicroRNAs were lower in PtPs at T0 compared with healthy controls, and bivariate analysis demonstrated that variations of microRNAs correlated with age, race, comorbidities, venous thromboembolism, pulmonary complications, complicated recovery, and mortality. Positive correlations were noted between microRNAs and interleukin 10, vascular endothelial growth factor, Acute Physiology and Chronic Health Evaluation, and Sequential Organ Failure Assessment scores. Multivariable Lasso regression analysis of predictors of complicated recovery based on microRNAs, cytokines, and chemokines revealed that miR-21-3p and monocyte chemoattractant protein-1 were predictive of complicated recovery with an area under the curve of 0.78. CONCLUSION: Systemic microRNAs were associated with poor outcomes in PtPs, and results are consistent with previously described trends in critically ill patients. These early biomarkers of inflammation might provide predictive utility in early complicated recovery diagnosis and prognosis. Because of their potential to regulate immune responses, microRNAs may provide therapeutic targets for immunomodulation. LEVEL OF EVIDENCE: Diagnostic Tests/Criteria; Level II.

Once ignored by the popular media, sexual and gender minority (SGM) characters have become increasingly visible in recent decades. According to the parasocial contact hypothesis, favorable media po...

Respiratory outcomes in Mucopolysaccharidosis Type I (MPS I), have mainly focused on upper airway obstruction, with the evolution of the restrictive lung disease being poorly documented. We report the long-term pulmonary function outcomes and examine the potential factors affecting these in 2 cohorts of MPS I patients, those who have undergone Haematopoietic Stem Cell Transplantation (HSCT) and those treated with Enzyme Replacement Therapy (ERT). The results were stratified using the American Thoracic Society (ATS) guidelines. 66 patients, capable of adequately performing testing, were identified by a retrospective case note review, 46 transplanted (45 Hurler, 1 Non-Hurler) and 20 having ERT (17 Non-Hurler and 3 Hurler diagnosed too late for HSCT). 5 patients died; 4 in the ERT group including the 3 Hurler patients. Overall 14% of patients required respiratory support (non-invasive ventilation (NIV) or supplemental oxygen)) at the end of follow up. Median length of follow-up was 12.2 (range = 4.9-32) years post HSCT and 14.34 (range = 3.89-20.4) years on ERT. All patients had restrictive lung disease. Cobb angle and male sex were significantly associated with more severe outcomes in the HSCT cohort, with 49% having severe to very severe disease. In the 17 Non-Hurler ERT treated patients there was no variable predictive of severity of disease with 59% having severe to very severe disease. During the course of follow up 67% of the HSCT cohort had no change or improved pulmonary function as did 52% of the ERT patients. However, direct comparison between therapeutic modalities was not possible. This initial evidence would suggest that a degree of restrictive lung disease is present in all treated paediatrically diagnosed MPS I and is still a significant cause of morbidity, though further stratification incorporating diffusing capacity for carbon monoxide (DLCO) is needed.

The struggle for abortion rights continues to rage in the 21st century. On one side feminists, who see it as part of the struggle to establish a woman’s right to control her own body, and a wider constituency, who deplore the injury and death resulting from the lack of access to safe abortions, have campaigned energetically for abortion rights. On the other side, various religious fundamentalists have put pressure on states to block any expansion of rights and even take away existing rights. Prominent among the anti-abortion forces are the Roman Catholic establishment and right-wing Evangelical sects. Unable to find any prohibition of abortion in the scriptures, they have relied on the prohibition of murder, arguing that a fertilised ovum constitutes a human life, and therefore its destruction constitutes murder. This extreme anti-abortion position too finds no support in the Bible: indeed, even the Catholic church adopted it only in the latter part of the 19th century, and among Evangelicals it is much more recent, suggesting that it is part of the right-wing fundamentalist backlash against struggles for women’s rights. Progressive Christians have been among those fighting for reproductive justice. Their arguments are compatible with the feminist position that having a baby should be a matter of choice, and that those who care for children should do so out of love, not compulsion. Thus reproductive justice is not only a matter of securing the right of women to make decisions about their bodies and their lives, but also a matter of securing the right of children to be loved and wanted. Keywords: abortion, feminism, Christianity, religious fundamentalism, women’s rights, children’s rights.

Contrary to popular media claims that college hookup culture has made romantic relationships obsolete, research indicates many college students see hookups as a pathway to relationships. However, relatively few college hookups actually produce relationships. This study used a sex market framework to explore correlates of college students' interest in future hookups and relationships with hookup partners across other-sex and same-sex hookup markets. Using Online College Social Life Survey data (

An important step towards the development of treatments for cognitive impairment in ageing and neurodegenerative diseases is to identify genetic and environmental modifiers of cognitive function and understand the mechanism by which they exert an effect. In Huntington’s disease, the most common autosomal dominant dementia, a small number of studies have identified intellectual enrichment, i.e. a cognitively stimulating lifestyle, and genetic polymorphisms as potential modifiers of cognitive function. The aim of our study was to further investigate the relationship and interaction between genetic factors and intellectual enrichment on cognitive function and brain atrophy in Huntington’s disease. For this purpose, we analysed data from Track- HD, a multi-centre longitudinal study in Huntington’s disease gene-carriers, and focused on the role of intellectual enrichment (estimated at baseline) and the genes FAN1, MSH3, BDNF, COMT and MAPT in predicting cognitive decline and brain atrophy. We found that carrying the 3a allele in the MSH3 gene had a positive effect on global cognitive function and brain atrophy in multiple cortical regions, such that 3a allele carriers had a slower rate of cognitive decline and atrophy compared to non-carriers, in agreement with its role in somatic expansion instability. No other genetic predictor had a significant effect on cognitive function and the effect of MSH3 was independent of intellectual enrichment. Intellectual enrichment also had a positive effect on cognitive function; participants with higher intellectual enrichment, ie. those who were better educated, had higher verbal IQ and performed an occupation that was intellectually engaging, had better cognitive function overall, in agreement with previous studies in Huntington’s disease and other dementias. We also found that intellectual enrichment interacted with the BDNF gene, such that the positive effect of intellectual enrichment was greater in Met66 allele carriers than non- carriers. A similar relationship was also identified for changes in whole brain and caudate volume; the positive effect of intellectual enrichment was greater for Met66 allele carriers, rather than non- carriers. In summary, our study provides additional evidence for the beneficial role of intellectual enrichment and carrying the 3a allele in MSH3 in cognitive function in Huntington’s disease and their mechanism of action.

Mesh is frequently utilized intraoperatively for the repair of groin hernias. However, patients may request non-mesh hernia repairs owing to adverse events reported in other mesh procedures. To inform surgical safety, this study aimed to compare postoperative complications between mesh and non-mesh groin hernia repairs and identify other operative and patient-related risk factors associated with poor postoperative outcomes.Ovid MEDLINE and grey literature were searched to 9 June 2021 for studies comparing mesh to non-mesh techniques for primary groin hernia repair. Outcomes of interest were postoperative complications, recurrence of hernia, pain and risk factors associated with poorer surgical outcomes. Methodological quality was appraised using the AMSTAR 2 tool.The systematic search returned 4268 results, which included seven systematic reviews and five registry analyses. Mesh repair techniques resulted in lower hernia recurrence rates, with no difference in chronic pain, seroma, haematoma or wound infection, compared to non-mesh techniques. Risk factors associated with increased risk of hernia recurrence were increased body mass index (BMI), positive smoking status and direct hernia. These were independent of surgical technique. Patients under 40 years of age were at increased risk of postoperative pain.Surgical repair of primary groin hernias using mesh achieves lower recurrence rates, with no difference in safety outcomes, compared with non-mesh repairs. Additional risk factors associated with increased recurrence include increased BMI, history of smoking and hernia subtype.

We have analysed insulin antibodies in 149 adults with type 1 diabetes and 2859 people without diabetes. We have determined that insulin antibody levels are higher in adults with, versus without, diabetes and that the levels are falling, and more patients are becoming antibody-negative post islet cell transplantation.

Declines in health service use during the Coronavirus Disease 2019 (COVID-19) pandemic could have important effects on population health. In this study, we used an interrupted time series design to assess the immediate effect of the pandemic on 31 health services in two low-income (Ethiopia and Haiti), six middle-income (Ghana, Lao People’s Democratic Republic, Mexico, Nepal, South Africa and Thailand) and high-income (Chile and South Korea) countries. Despite efforts to maintain health services, disruptions of varying magnitude and duration were found in every country, with no clear patterns by country income group or pandemic intensity. Disruptions in health services often preceded COVID-19 waves. Cancer screenings, TB screening and detection and HIV testing were most affected (26–96% declines). Total outpatient visits declined by 9–40% at national levels and remained lower than predicted by the end of 2020. Maternal health services were disrupted in approximately half of the countries, with declines ranging from 5% to 33%. Child vaccinations were disrupted for shorter periods, but we estimate that catch-up campaigns might not have reached all children missed. By contrast, provision of antiretrovirals for HIV was not affected. By the end of 2020, substantial disruptions remained in half of the countries. Preliminary data for 2021 indicate that disruptions likely persisted. Although a portion of the declines observed might result from decreased needs during lockdowns (from fewer infectious illnesses or injuries), a larger share likely reflects a shortfall of health system resilience. Countries must plan to compensate for missed healthcare during the current pandemic and invest in strategies for better health system resilience for future emergencies.

Bystander sexual assault prevention programs encourage individuals to intervene when witnessing incidents or warning signs of violence. According to a popular skill acquisition model, witnesses to sexual assault must demonstrate the following to intervene: (1) notice the event, (2) identify the situation as warranting intervention, (3) take responsibility for acting, and (4) know strategies for helping. This systematic review and meta-analysis examined effects of bystander programs on the aforementioned skills and actual intervention behavior among adolescents and college students. Robust variance estimation meta-analysis using a sample of 19 studies (N = 7920) revealed significant effects on identifying situations as warranting intervention and non-significant effects on noticing events, taking responsibility for acting, and knowing strategies for helping. Programs had a significant favorable effect on intervention behavior. Findings cast uncertainty around the proposed relationship between skills and intervention behavior. Future research should explore this relationship through causal modeling.

Objective The aim of this study was to estimate the incidence and identify the factors associated with neonatal readmission among healthy term infants. Study Design A nested case–control study with matching was conducted at a large level III perinatal hospital with approximately 8,700 deliveries each year. Each case infant (n = 130) was matched to two control infants (n = 260) on the case infant's date of birth (±7 days) and the mother's maternal age (39 years). All infants were selected from a cohort of eligible term, healthy, in-state infants admitted to the newborn unit postdelivery from January 1, 2016 to May 8, 2017. Data were analyzed using hierarchical conditional logistic regression. Results The incidence of neonatal readmission was 2.2%, and all readmissions occurred within 8.6 days of birth. Earlier gestational age (37 weeks; odds ratio [OR]: 4.11, 95% confidence interval [CI]: 1.79–9.45; 38 weeks OR: 1.29, CI 0.60–2.75; [ref] 39 weeks), jaundice on day two of life (OR: 2.45; CI: 1.40–4.30), maternal group B streptococcus chemoprophylaxis (OR: 2.55; CI: 1.23–5.28 [Ref N/A]) were associated with readmission. Delivery by cesarean section (OR: 0.31, CI: 0.12–0.79) and each milliliter of formula [first three days] (OR: 0.96; CI: 0.993–0.999) were protective. Conclusion Neonatal readmission in healthy term infants may potentially be reduced with identification of modifiable determinants of readmission prior to discharge. Policies to capture the true incidence of neonatal readmissions should include admissions to hospitals other than the birth hospital.

Purpose/objective This article describes the initial factor exploration of disability identity and preliminary psychometric characteristics based on an adult self-report tool. Disability was defined broadly, and the sample included individuals with visible and/or hidden disabilities across many disability groups (i.e., physical, intellectual, learning, mental illness). Method Items were developed (n = 102) and a pilot measure was administered to a sample of adults with disabilities (n = 566). An exploratory factor analysis (EFA) using the mean and variance adjusted weighted least squares (WLSMV) estimator was conducted. The resulting items were sent to expert reviewers for evaluation. Results Following the exploratory analyses, 37 items were retained that made up four factors: internal beliefs about own disability and the disability community, anger and frustration with disability experiences, adoption of disability community values, and contribution to the disability community. The pilot measure aligned well with the theoretical framework that guided its development. Discussion/conclusion This factor exploration is a contribution to a growing body of literature supporting, and investigating, disability identity development. This work presents a more comprehensive understanding of disability identity development. Armed with a better understanding, this will serve as a basis to inform future scale development and validation. After this validation work is completed, there is the potential to apply findings to tailor interventions and clinical work, so that psychologists and rehabilitation professionals may be better prepared to meet the developmental needs of disabled clients. (PsycINFO Database Record (c) 2020 APA, all rights reserved).

The outcome of 110 patients with paediatric onset mucopolysaccharidosis II (MPS II) since the commercial introduction of enzyme replacement therapy (ERT) in England in 2007 is reported. Median length of follow up was 10 years 3 months (range = 1 y 2 m to 18 years 6 month). 78 patients were treated with ERT, 18 had no ERT or disease modifying treatment 7 had haematopoietic stem cell transplant, 4 experimental intrathecal therapy and 3 were lost to follow up. There is clear evidence of improved survival (median age of death of ERT treated (n = 16) = 15.13 years (range = 9.53 to 20.58 y), and untreated (n = 17) = 11.43 y (0.5 to 19.13 y) p = .0005). Early introduction of ERT improved respiratory outcome at 16 years, the median FVC (% predicted) of those in whom ERT initiated8 years = 69% (range = 34-86%) and 48% (25-108) (p = .045) in those started8 years. However, ERT appears to have minimal impact on hearing, carpal tunnel syndrome or progression of cardiac valvular disease. Cardiac valvular disease occurred in 18/46 (40%), with progression occurring most frequently in the aortic valve 13/46 (28%). The lack of requirement for neurosurgical intervention in the first 8 years of life suggests that targeted imaging based on clinical symptomology would be safe in this age group after baseline assessments. There is also emerging evidence that the neurological phenotype is more nuanced than the previously recognized dichotomy of severe and attenuated phenotypes in patients presenting in early childhood.

Tools to assist clinicians in predicting pneumonia could lead to a significant decline in morbidity. Therefore, we sought to develop a model in combat trauma patients for identifying those at highest risk of pneumonia. This was a retrospective study of 73 primarily blast-injured casualties with combat extremity wounds. Binary classification models for pneumonia prediction were developed with measurements of injury severity from the Abbreviated Injury Scale (AIS), transfusion blood products received before arrival at Walter Reed National Military Medical Center (WRNMMC), and serum protein levels. Predictive models were generated with leave-one-out-cross-validation using the variable selection method of backward elimination (BE) and the machine learning algorithms of random forests (RF) and logistic regression (LR). BE was attempted with two predictor sets: (1) all variables and (2) serum proteins alone. Incidence of pneumonia was 12% (n = 9). Different variable sets were produced by BE when considering all variables and just serum proteins alone. BE selected the variables ISS, AIS chest, and cryoprecipitate within the first 24 h following injury for the first predictor set 1 and FGF-basic, IL-2R, and IL-6 for predictor set 2. Using both variable sets, a RF was generated with AUCs of 0.95 and 0.87—both higher than LR algorithms. Advanced modeling allowed for the identification of clinical and biomarker data predictive of pneumonia in a cohort of predominantly blast-injured combat trauma patients. The generalizability of the models developed here will require an external validation dataset.

The repetitive and forceful motions used by operating surgeons increase the risk of developing musculoskeletal disorders. Most ergonomists consider the surgical environment to be incredibly harsh for its workers. Traditional Laparoscopic Surgery (TLS) in particular has a number of physical and mental challenges associated with it, and while Robotic-Assisted Laparoscopic Surgery (RALS) provides several features that improve upon TLS, some surgeons have still reported musculoskeletal symptoms they attribute to RALS. In this paper, we endeavored to systematically review muscle activation for both TLS and RALS, to compare the modalities and present the results as a meta-analysis. A literature search was conducted using Pubmed, Embase, and Cochrane databases in November 2018 with the following inclusion criteria: full text was available in English, the paper contained original data, EMG was one of the primary measurement techniques, and the paper included EMG data for both TLS and RALS. Results from studies were compared using standardized mean difference analysis. A total of 379 papers were found, and through screening ten were selected for inclusion. Sample populations ranged from 1 to 31 surgeons, and a variety of study designs and metrics were used between studies. The biceps were the only muscle group that consistently and significantly demonstrated lower muscle activation for RALS for all included studies. The results may support the belief that RALS is ergonomically superior to TLS, shown through generally lower muscle activation scores. However, these results must be interpreted with caution due to the heterogeneity between the studies and multiple potential sources for bias within studies. This analysis would be strengthened with a higher number of homogenous, high-quality studies examining larger sample sizes.

Background Identifying clinical and biomarker profiles of trauma patients may facilitate the creation of models that predict postoperative complications. We sought to determine the utility of modeling for predicting severe sepsis (SS) and organ space infections (OSI) following laparotomy for abdominal trauma. Methods Clinical and molecular biomarker data were collected prospectively from patients undergoing exploratory laparotomy for abdominal trauma at a Level I trauma center between 2014 and 2017. Machine learning algorithms were used to develop models predicting SS and OSI. Random forest (RF) was performed, and features were selected using backward elimination. The SS model was trained on 117 records and validated using the leave-one-out method on the remaining 15 records. The OSI model was trained on 113 records and validated on the remaining 19. Models were assessed using areas under the curve. Results One hundred thirty-two patients were included (median age, 30 years [23-42 years], 68.9% penetrating injury, median Injury Severity Score of 18 [10-27]). Of these, 10.6% (14 of 132) developed SS and 13.6% (18 of 132) developed OSI. The final RF model resulted in five variables for SS (Penetrating Abdominal Trauma Index, serum epidermal growth factor, monocyte chemoattractant protein-1, interleukin-6, and eotaxin) and four variables for OSI (Penetrating Abdominal Trauma Index, serum epidermal growth factor, monocyte chemoattractant protein-1, and interleukin-8). The RF models predicted SS and OSI with areas under the curve of 0.798 and 0.774, respectively. Conclusion Random forests with RFE can help identify clinical and biomarker profiles predictive of SS and OSI after trauma laparotomy. Once validated, these models could be used as clinical decision support tools for earlier detection and treatment of infectious complications following injury. Level of evidence Prognostic, level III.

Purpose Technology provides new possibilities for disseminating effective prevention programming to underserved families, such as those residing in rural communities. The present study is an evaluation of a technology-delivered HIV risk prevention program designed for rural African-American families, Pathways for African American Success (PAAS), to determine its promise for increasing access to evidence-based youth risk prevention programs among those in the greatest need. Methods Four hundred and twelve parent/youth dyads were randomly assigned to one of three conditions: (1) in-person facilitator-led PAAS small group, (2) self-directed PAAS technology, or (3) a literature control with home-mailed educational materials. Results Compared with families in the literature control condition, families assigned to the PAAS technology or small group conditions demonstrated significantly stronger intervention induced parent–child protective processes (e.g., enhanced discussion quality, clearly articulated norms, and parental expectations about risk engagement) and lower youth intentions to engage in risky behaviors 6 months postintervention. Although some important nuances were noted, this study suggests that the PAAS technology–delivered modality is just as efficacious as the in-person facilitator-led, small group modality in dissuading HIV-related risk behaviors among rural African-American youths. Conclusions Implications for having a menu of service delivery models that address the diverse needs and contexts of families are discussed, including the promise of technology as an alternative modality for reaching populations often characterized as difficult to reach and to engage in family-based preventive interventions.

Sexual assault is a significant problem among adolescents and college students in the U.S. One promising strategy for preventing sexual assault is the implementation of bystander programs, which encourage young people to intervene when witnessing incidents or warning signs of sexual assault. The evidence base for the effectiveness of bystander programs appears to be promising, but we know little about which programs are most effective in preventing sexual assault. This is a significant oversight, as bystander programs vary in content, particularly in their gendered framing of sexual assault. In this systematic review and meta-analysis, we synthesized high-quality research examining the effects of bystander programs on (1) bystander intervention and (2) self-reported perpetration of sexual assault. Paying special attention to a gendered approach as a moderator of program effects, we synthesized data from 14 independent studies (N = 7881). Twelve studies were randomized controlled trials and two used high-quality quasi-experimental designs. Findings indicated that bystander programs have a significant, desirable effect on bystander intervention, but no significant effect on sexual assault perpetration. Despite calls for sex-segregated implementation of sexual assault programs, we found no evidence that method of implementation (i.e., individual, single-sex group, mixed-sex group) moderated the effect of bystander programs on bystander intervention. Additionally, we found no evidence that gendered framing of sexual assault (i.e., portraying sexual assault as a gender-neutral problem or a gendered problem overwhelmingly affecting young women) moderated the effect of bystander programs.

A genome-wide association study recently identified an MSH3/DHFR locus associated with Huntington’s disease progression. Flower, Lomeikaite et al. identify tandem repeat variants at this locus, and show that a three-repeat allele is associated with reduced somatic expansion, delayed onset and slower progression in Huntington’s disease and myotonic dystrophy type 1., The mismatch repair gene MSH3 has been implicated as a genetic modifier of the CAG·CTG repeat expansion disorders Huntington’s disease and myotonic dystrophy type 1. A recent Huntington’s disease genome-wide association study found rs557874766, an imputed single nucleotide polymorphism located within a polymorphic 9 bp tandem repeat in MSH3/DHFR, as the variant most significantly associated with progression in Huntington’s disease. Using Illumina sequencing in Huntington’s disease and myotonic dystrophy type 1 subjects, we show that rs557874766 is an alignment artefact, the minor allele for which corresponds to a three-repeat allele in MSH3 exon 1 that is associated with a reduced rate of somatic CAG·CTG expansion (P = 0.004) and delayed disease onset (P = 0.003) in both Huntington’s disease and myotonic dystrophy type 1, and slower progression (P = 3.86 × 10−7) in Huntington’s disease. RNA-Seq of whole blood in the Huntington’s disease subjects found that repeat variants are associated with MSH3 and DHFR expression. A transcriptome-wide association study in the Huntington’s disease cohort found increased MSH3 and DHFR expression are associated with disease progression. These results suggest that variation in the MSH3 exon 1 repeat region influences somatic expansion and disease phenotype in Huntington’s disease and myotonic dystrophy type 1, and suggests a common DNA repair mechanism operates in both repeat expansion diseases.

To establish how advanced practice physiotherapists in the UK working in the musculoskeletal specialty are utilising their independent non-medical prescribing skills.Multi-site, prospective, descriptive observational study. Ethics reference No: ERN_19-0994).The study was conducted by seven advanced practitioners, across seven clinical sites representative of advanced musculoskeletal practice in the UK, between 1st October 2019-March 31, 2020. Advanced physiotherapy practitioner independent prescribers working in a variety of musculoskeletal specialty areas collected data across 5 contexts of musculoskeletal clinical service: first contact practice, primary care, community triage, secondary care orthopaedics, secondary care rheumatology and private practice. Quantitative data were analysed descriptively with qualitative data analysed/synthesised via thematic analysis.Prescribing activity data for n = 2470 patients were collected. Prescribing activity was highest for the treatment of nociceptive pain (51.3%) and inflammation (39.6%). Most prescribing activity occurred in the first 2-6 weeks (34.1%) following onset of condition. Medicines optimisation accounted for most of prescribing activity (18.1%), followed by over-the-counter medication recommendation (15.5%). De-prescribing accounted for 10.8% of all prescribing activity recorded. Qualitative data were synthesised into 4 themes: multimodal physiotherapeutic approach, joint decision making and patient choice, working with complexity, and legal and regulatory restriction.Physiotherapist independent prescribing was used within all health sectors in conjunction with advanced skills in musculoskeletal physiotherapy as part of a multimodal physiotherapeutic approach. Prescribing activity was dictated by the clinicians' clinical reasoning and use of joint decision-making. Prescribing activity for acute back and neuropathic radicular pain was limited secondary to recent reclassification of gabapentin and pregabalin.

Objectives To evaluate early activation of latent viruses in polytrauma patients and consider prognostic value of viral micro-RNAs in these patients. Design This was a subset analysis from a prospectively collected multicenter trauma database. Blood samples were obtained upon admission to the trauma bay (T0), and trauma metrics and recovery data were collected. Setting Two civilian Level 1 Trauma Centers and one Military Treatment Facility. Patients Adult polytrauma patients with Injury Severity Scores greater than or equal to 16 and available T0 plasma samples were included in this study. Patients with ICU admission greater than 14 days, mechanical ventilation greater than 7 days, or mortality within 28 days were considered to have a complicated recovery. Interventions None. Measurements and main results Polytrauma patients (n = 180) were identified, and complicated recovery was noted in 33%. Plasma samples from T0 underwent reverse transcriptase-quantitative polymerase chain reaction analysis for Kaposi's sarcoma-associated herpesvirus micro-RNAs (miR-K12_10b and miRK-12-12) and Epstein-Barr virus-associated micro-RNA (miR-BHRF-1), as well as Luminex multiplex array analysis for established mediators of inflammation. Ninety-eight percent of polytrauma patients were found to have detectable Kaposi's sarcoma-associated herpesvirus and Epstein-Barr virus micro-RNAs at T0, whereas healthy controls demonstrated 0% and 100% detection rate for Kaposi's sarcoma-associated herpesvirus and Epstein-Barr virus, respectively. Univariate analysis revealed associations between viral micro-RNAs and polytrauma patients' age, race, and postinjury complications. Multivariate least absolute shrinkage and selection operator analysis of clinical variables and systemic biomarkers at T0 revealed that interleukin-10 was the strongest predictor of all viral micro-RNAs. Multivariate least absolute shrinkage and selection operator analysis of systemic biomarkers as predictors of complicated recovery at T0 demonstrated that miR-BHRF-1, miR-K12-12, monocyte chemoattractant protein-1, and hepatocyte growth factor were independent predictors of complicated recovery with a model complicated recovery prediction area under the curve of 0.81. Conclusions Viral micro-RNAs were detected within hours of injury and correlated with poor outcomes in polytrauma patients. Our findings suggest that transcription of viral micro-RNAs occurs early in the response to trauma and may be associated with the biological processes involved in polytrauma-induced complicated recovery.

Purpose Group prenatal care, which integrates medical care with patient education and empowerment in a group setting, has the potential to build social support among pregnant women and reduce the risk of postpartum depression (PPD). Past research on group care’s effects on social support or PPD has produced inconsistent findings. Studies have tended to (1) examine direct effects on social support or PPD and (2) treat group care participation as a dichotomous variable. This study tests the hypothesis that group care has an indirect effect on PPD through its effect on social support. It uses both a dichotomous measure of group care participation and an ordinal measure of social contact with group members. Method This study used survey data from 199 women at two Tennessee health care sites who participated in traditional care (TC) or Supportive Pregnancy Care (SPC), a new group program developed by March of Dimes. Path analysis was employed, estimating standardized path coefficients with propensity score weighted multilevel modeling. Results The study found no evidence of an indirect relationship between SPC and PPD symptoms when modeling the dichotomous measure. Modeling the ordinal measure revealed more favorable PPD outcomes among women reporting high group member contact (compared with TC) and adverse outcomes among women reporting low group member contact. Conclusion SPC may be useful for preventing PPD symptoms among women socially engaged with other group care patients. Given the adverse effect among women who do not engage with other group members, group facilitators should encourage women to interact outside of scheduled sessions.

This paper presents data on the success rate of African elephants in human scent matching to sample performance. Working with equipment and protocols similar to those used in the training of forensic canine units in Europe, scent samples were collected on cotton squares from twenty-six humans of differing ethnic groups, sexes and ages, and stored in glass jars. Three African elephants were trained to match human body scent to the corresponding sample. In total, four hundred and seventy trials, during which the elephant handlers were blind to the experiment details, were conducted. Each trial consisted of one scent that served as the starting (target) sample to which the elephant then systematically determined a potential match in any of the nine glass jars presented. Elephants matched target and sample at levels significantly higher than indicated by random chance, displayed no loss of working memory, and successfully discriminated target odours. They also discriminated between related human individuals spanning three generations and including sibling pairs. In addition to demonstrating scent matching capabilities, this experiment supported the elephants’ significant ability to perform well at operant conditioning tasks.