Sex differences in treatments and outcomes of patients with cardiogenic shock: a systematic review and epidemiological meta-analysis.

BACKGROUND: Women are at higher risk of mortality from many acute cardiovascular conditions, but studies have demonstrated differing findings regarding the mortality of cardiogenic shock in women and men. To examine differences in 30-day mortality and mechanical circulatory support use by sex in patients with cardiogenic shock. MAIN BODY: Cochrane Central, PubMed, MEDLINE and EMBASE were searched in April 2024. Studies were included if they were randomised controlled trials or observational studies, included adult patients with cardiogenic shock, and reported at least one of the following outcomes by sex: raw mortality, adjusted mortality (odds ratio) or use of mechanical circulatory support. Out of 4448 studies identified, 81 met inclusion criteria, pooling a total of 656,754 women and 1,018,036 men. In the unadjusted analysis for female sex and combined in-hospital and 30-day mortality, women had higher odds of mortality (Odds Ratio (OR) 1.35, 95% confidence interval (CI) 1.26-1.44, p < 0.001). Pooled unadjusted mortality was 35.9% in men and 40.8% in women (p < 0.001). When only studies reporting adjusted ORs were included, combined in-hospital/30-day mortality remained higher in women (OR 1.10, 95% CI 1.06-1.15, p < 0.001). These effects remained consistent across subgroups of acute myocardial infarction- and heart failure- related cardiogenic shock. Overall, women were less likely to receive mechanical support than men (OR = 0.67, 95% CI 0.57-0.79, p < 0.001); specifically, they were less likely to be treated with intra-aortic balloon pump (OR = 0.79, 95% CI 0.71-0.89, p < 0.001) or extracorporeal membrane oxygenation (OR = 0.84, 95% 0.71-0.99, p = 0.045). No significant difference was seen with use of percutaneous ventricular assist devices (OR = 0.82, 95% CI 0.51-1.33, p = 0.42). CONCLUSION: Even when adjusted for confounders, mortality for cardiogenic shock in women is approximately 10% higher than men. This effect is seen in both acute myocardial infarction and heart failure cardiogenic shock. Women with cardiogenic shock are less likely to be treated with mechanical circulatory support than men. Clinicians should make immediate efforts to ensure the prompt diagnosis and aggressive treatment of cardiogenic shock in women.

Exploring the lived experience of receiving mental health crisis care at emergency departments, crisis phone lines and crisis care alternatives.

BACKGROUND: Mental health crisis care includes emergency departments (EDs), crisis phone lines and crisis alternatives. Currently, there is an overreliance on EDs to provide mental health crisis care, with evidence that responses are often inadequate to meet the needs of people experiencing mental health crises. However, the complexities of how individuals experience crisis care across the varying contexts of EDs, crisis phone lines and crisis alternatives remain underresearched. METHOD: This study used a hermeneutical phenomenological approach to understand the lived experience of accessing care during a mental health crisis. Thirty-one Australian adults who had accessed crisis services at ED, phone lines and/or crisis alternatives participated in in-depth interviews. RESULTS: The findings are organised across the temporal narratives of participants' experiences from (1) point of contact, (2) positive and negative care experiences and (3) enduring impacts. Several themes were generated during these phases. The findings demonstrate the interrelated nature of care experiences and enduring impacts. With some exceptions, care received within EDs was harmful, resulting in lasting adverse effects. Responses from crisis phone lines were mixed, with participants appreciating the accessibility of after-hour phone support but finding standardised risk assessments unhelpful. Responses from crisis alternatives to ED were promising, aligning with the need for validation and human connection, but were not always accessible or easy to mobilise during a crisis. Notably, across all settings, positive effects were firmly attributed to the quality of the relationship with specific crisis providers. CONCLUSION: The findings bring into sharp focus the lived experience of people accessing crisis care and contribute to the shortage of literature on subjective experiences. Providers may better meet the needs of those experiencing mental health crises by understanding the enduring impact of these interactions and the role of human connection beyond a focus on risk assessment, thereby providing opportunities for a joint understanding of risk and meaning-making. Furthermore, understanding the subjective experience of crisis care can guide reforms to ED and develop crisis alternatives to better meet the needs of people in crisis. PATIENT OR CONSUMER CONTRIBUTION: The first author and the third author are in designated lived experience (Consumer) roles. The first author conducted the interviews and was explicit regarding their lived experience when engaging with participants. Service users were involved as advisors to the study and provided input into the design.

Our Wished-for Responses: Recommendations for Creating a Lived and Embodied Sense of Safety During Mental Health Crisis.

BACKGROUND: Medical interventions have a place in crisis support; however, narrow biomedical and risk-driven responses negatively impact people seeking crisis care. With increasing shifts towards involving people with lived experience (service users) in designing services, foregrounding people's desired responses is critical. Accordingly, the aim of the study was to explore the wished-for crisis responses from the perspective of people who have experienced crisis and accessed crisis care. METHOD: Using a hermeneutical phenomenological approach, in-depth interviews were conducted to determine the desired crisis responses of 31 people who self-reported experiencing mental health crises and accessed crisis services at ED, phone lines and/or crisis alternatives. RESULTS: The findings identified wished-for responses that gave a felt and embodied sense of their own safety influenced by a human-to-human response, emotional holding, a place of safety and choice within holistic care. For such responses to be possible, participants identified organising principles, including recognising crisis as meaningful and part of our shared human experience, understanding risk as fluid and a whole-of-community responsibility for responding to crises. CONCLUSION: This paper proposes how insights from people who have experienced crises can be translated into more beneficial crisis care. PATIENT OR CONSUMER CONTRIBUTION: Most authors are in identified lived experience roles. The first author engaged with participants during the recruitment and interviews and was explicit regarding their lived experience. Service users were involved as advisors, providing input throughout the study.

Development of best practice guidelines for clinical and community service providers to prevent suicide in LGBTQA+ young people: A Delphi expert consensus study.

OBJECTIVE: The aim of this study was to develop best practice guidelines for preventing suicide and reducing suicidal thoughts and behaviours in LGBTQA+ young people (lesbian, gay, bisexual, trans, queer/questioning, asexual, and those of other diverse sexualities and genders) within clinical and community service settings in Australia. METHODS: We conducted a Delphi expert consensus study. A systematic literature search and interviews with key informants informed an initial 270-item questionnaire. Two expert panels completed the questionnaire, delivered over two rounds: (1) Australian professionals with expertise in LGBTQA+ mental health/suicide prevention and (2) Australian LGBTQA+ young people aged 14-25 with lived experience of suicidal thoughts and/or behaviours. Items endorsed as 'essential' or 'important' by >80% of both expert panels were included in the guidelines. RESULTS: A total of 115 people participated in the Delphi process; n = 52 professionals completed Round 1, and n = 42 completed Round 2; n = 63 LGBTQA+ young people completed Round 1, and n = 50 completed Round 2. A total of 290 items were included in the guidelines and grouped into: (1) general principles for creating an affirming and inclusive environment for LGBTQA+ young people; (2) assessing suicide risk and working with suicidal LGBTQA+ young people; (3) considerations for specific LGBTQA+ populations; and (4) advocating for LGBTQA+ young people. CONCLUSION: These guidelines are the first of their kind in Australia. They provide practical support to service providers regardless of prior training in LGBTQ+ identities or mental health, with the aim of reducing suicidal thoughts and behaviours, and preventing suicide, in LGBTQA+ young people.

The effect of childhood maltreatment on adult survivors' parental reflective function, and attachment of their children: A systematic review.

BACKGROUND: Parental reflective function (PRF) is a candidate mechanism in the transmission of intergenerational trauma. This systematic review examined (1) the association between parental history of childhood maltreatment and PRF, (2) how PRF relates to attachment in children of parent survivors, and (3) whether PRF moderates the association between parental maltreatment history and child attachment. METHODS: Ten databases were searched (from inception to 10th November 2021). Inclusion criteria were primary study, quantitative, parent participants, measures of childhood maltreatment, and postnatal PRF. Exclusion criteria were qualitative, intervention follow-up, gray literature, or a review study. Risk of bias was assessed using recommended tools. Data were narratively synthesized. RESULTS: One-thousand-and-two articles were retrieved, of which eleven met inclusion criteria (N = 974 participants). Four studies found a significant association between parental childhood maltreatment and disrupted PRF, six did not, one found mixed results. One study reported the association between childhood maltreatment and attachment (nonsignificant results). DISCUSSION: There is no clear evidence PRF is routinely disrupted in parent survivors, though there is high heterogeneity in studies. Future research should standardize design to better understand whether PRF is a candidate mechanism in intergenerational trauma. OTHER: PROSPERO CRD42020223594.

Educational strategies in the health professions to mitigate cognitive and implicit bias impact on decision making: a scoping review.

BACKGROUND: Cognitive and implicit biases negatively impact clinicians' decision-making capacity and can have devastating consequences for safe, effective, and equitable healthcare provision. Internationally, health care clinicians play a critical role in identifying and overcoming these biases. To be workforce ready, it is important that educators proactively prepare all pre-registration healthcare students for real world practice. However, it is unknown how and to what extent health professional educators incorporate bias training into curricula. To address this gap, this scoping review aims to explore what approaches to teaching cognitive and implicit bias, for entry to practice students, have been studied, and what are the evidence gaps that remain. METHODS: This scoping review was guided by the Joanna Briggs Institute (JBI) methodology. Databases were searched in May 2022 and included CINAHL, Cochrane, JBI, Medline, ERIC, Embase, and PsycINFO. The Population, Concept and Context framework was used to guide keyword and index terms used for search criteria and data extraction by two independent reviewers. Quantitative and qualitative studies published in English exploring pedagogical approaches and/or educational techniques, strategies, teaching tools to reduce the influence of bias in health clinicians' decision making were sought to be included in this review. Results are presented numerically and thematically in a table accompanied by a narrative summary. RESULTS: Of the 732 articles identified, 13 met the aim of this study. Most publications originated from the United States (n=9). Educational practice in medicine accounted for most studies (n=8), followed by nursing and midwifery (n=2). A guiding philosophy or conceptual framework for content development was not indicated in most papers. Educational content was mainly provided via face-to-face (lecture/tutorial) delivery (n=10). Reflection was the most common strategy used for assessment of learning (n=6). Cognitive biases were mainly taught in a single session (n=5); implicit biases were taught via a mix of single (n=4) and multiple sessions (n=4). CONCLUSIONS: A range of pedagogical strategies were employed; most commonly, these were face-to-face, class-based activities such as lectures and tutorials. Assessments of student learning were primarily based on tests and personal reflection. There was limited use of real-world settings to educate students about or build skills in biases and their mitigation. There may be a valuable opportunity in exploring approaches to building these skills in the real-world settings that will be the workplaces of our future healthcare workers.

Assuming independence in spatial latent variable models: Consequences and implications of misspecification.

Multivariate spatial data, where multiple responses are simultaneously recorded across spatially indexed observational units, are routinely collected in a wide variety of disciplines. For example, the Southern Ocean Continuous Plankton Recorder survey collects records of zooplankton communities in the Indian sector of the Southern Ocean, with the aim of identifying and quantifying spatial patterns in biodiversity in response to environmental change. One increasingly popular method for modeling such data is spatial generalized linear latent variable models (GLLVMs), where the correlation across sites is captured by a spatial covariance function in the latent variables. However, little is known about the impact of misspecifying the latent variable correlation structure on inference of various parameters in such models. To address this gap in the literature, we investigate how misspecifying and assuming independence for the latent variables' correlation structure impacts estimation and inference in spatial GLLVMs. Through both theory and numerical studies, we show that performance of maximum likelihood estimation and inference on regression coefficients under misspecification depends on a combination of the response type, the magnitude of true regression coefficient, and the corresponding loadings, and, most importantly, whether the corresponding covariate is (also) spatially correlated. On the other hand, estimation and inference of truly nonzero loadings and prediction of latent variables is consistently not robust to misspecification of the latent variable correlation structure.

Implementation of Intraoperative Ultrasound Localization for Breast-Conserving Surgery in a Large, Integrated Health Care System is Feasible and Effective.

BACKGROUND: Intraoperative ultrasound (IUS) localization for breast cancer is a noninvasive localization technique. In 2015, an IUS program for breast-conserving surgery (BCS) was initiated in a large, integrated health care system. This study evaluated the clinical results of IUS implementation. METHODS: The study identified breast cancer patients with BCS from 1 January to 31 October 2015 and from 1 January to 31 October 2019. Clinicopathologic characteristics were collected, and localization types were categorized. Clinical outcomes were analyzed, including localization use, surgeon adoption of IUS, day-of-surgery intervals, and re-excision rates. Multivariate logistic regression analysis was performed to evaluate predictors of re-excision. RESULTS: The number of BCS procedures increased 23%, from 1815 procedures in 2015 to 2226 procedures in 2019. The IUS rate increased from 4% of lumpectomies (n = 79) in 2015 to 28% of lumpectomies (n = 632) in 2019 (p < 0.001). Surgeons using IUS increased from 6% (5 of 88 surgeons) in 2015 to 70% (42 of 60 surgeons) in 2019. In 2019, 76% of IUS surgeons performed at least 25% of lumpectomies with IUS. The mean time from admission to incision was shorter with IUS or seed localization than with wire localization (202 min with IUS, 201 with seed localization, 262 with wire localization in 2019; p < 0.001). The IUS re-excision rates were lower than for other localization techniques (13.6%, vs 19.6% for seed localization and 24.7% for wire localization in 2019; p = 0.006), and IUS predicted lower re-excision rates in a multivariable model (odds ratio [OR], 0.59). CONCLUSIONS: In a high-volume integrated health system, IUS was adopted for BCS by a majority of surgeons. The use of IUS decreased the time from admission to incision compared with wire localization, and decreased re-excision rates compared with other localization techniques.

On the potential of microscale electrokinetic cascade devices.

Phages used for phage therapy of multidrug resistant bacteria must be highly purified prior to use. There are limited purification approaches that are broadly applicable to many phage types. Electrokinetics has shown great potential to manipulate phages, but obstructions from the cell debris produced during phage propagation can severely diminish the capacity of an electrokinetic device to concentrate and purify phage samples. A multipart insulator-based electrokinetic device is proposed here to remove the larger, undesirable components of mixtures from phage preparations while transferring the freshly purified and concentrated sample to a second stage for downstream analysis. By combining the large debris prescreen and analysis stages in a streamlined system, this approach simultaneously reduces the impact of clogging and minimizes the sample loss observed during manual transferring of purified samples. Polystyrene particles were used to demonstrate a diminished sample loss of approximately one order of magnitude when using the cascade device as opposed to a manual transfer scheme. The purification and concentration of three different phage samples were demonstrated using the first stage of the cascade device as a prescreen. This design provides a simple method of purifying and concentrating valuable samples from a complex mixture that might impede separation capacity in a single channel.

Suicide by young Australians, 2006-2015: a cross-sectional analysis of national coronial data.

OBJECTIVE: To assess the demographic, social, and clinical characteristics of young Australians who die by suicide. DESIGN: Retrospective analysis of National Coronial Information System (NCIS) data. SETTING, PARTICIPANTS: People aged 10-24 years who died by suicide in Australia during 2006-2015. MAIN OUTCOME MEASURES: Demographic, social, and clinical characteristics of young people who died by suicide; circumstances of death recorded in the NCIS. RESULTS: 3365 young people died of suicide during 2006-2015 (including 2473 boys and men, 73.5%); 1292 people (38.4%) lived in areas of greater socio-economic disadvantage. Free text reports were included in the NCIS for 3027 people (90%), of whom 1237 (40.9%) had diagnosed mental health disorders and 475 (15.7%) had possible mental health disorders. Alcohol consumption near the time of death was detected in 1015 of 3027 cases (33.5%); histories of self-harm were recorded in 940 cases (31.1%) and of illicit substance misuse in 852 (28.1%). Adverse life events included history of abuse or neglect (223, 7.4%), suicide of relatives, friends, or acquaintances (202, 6.7%), and financial difficulties (174, 5.8%). CONCLUSIONS: Three-quarters of the young people who died by suicide were boys or young men, and 57% had diagnosed or possible mental health disorders, suggesting that the mental health and wellbeing of young Australians should be a key target for youth suicide prevention. To reduce the number of youth suicides, it is imperative that prevention strategies target the mental health and psychosocial stressors that lead to suicidal crises in young people.

Characterizing managing physicians by claims sequences in episodes of care.

Value-based healthcare in the US is a payment structure that ties reimbursement to quality rather than volume alone. One model of value-based care is the Tennessee Division of TennCare's Episodes of Care program, which groups common health conditions into episodes using specified time windows, medical code sets and quality metrics as defined in each episode's Detailed Business Requirements [1,2]. Tennessee's program assigns responsibility for an episode to a managing physician, presenting a unique opportunity to study physician variability in cost and quality within these structured episodes. This paper proposes a pipeline for analysis demonstrated using a cohort of 599 Outpatient and Non-Acute Inpatient Cholecystectomy episodes managed by BlueCross BlueShield of Tennessee in 2016. We sorted episode claims by date of service, then calculated the pairwise Levenshtein distance between all episodes. Next, we adjusted the resulting matrix by cost dissimilarity and performed agglomerative clustering. We then examined the lowest and highest average episode cost clusters for patterns in cost and quality. Our results indicate that the facility type where the surgery takes place is important: outpatient ambulatory care center for the lowest cost cluster, and hospital operating room for the highest cost cluster. Average patient risk scores were higher in the highest cost cluster than the lowest cost cluster. Readmission rate (a quality metric tied to managing physician performance) was low for the whole cohort. Lastly, we explain how our analytical pipeline can be generalized and extended to domains beyond Episodes of Care.

The psychological impact of paediatric burn injuries: a systematic review.

OBJECTIVE: To review and synthesise qualitative literature regarding the psychological outcomes following paediatric burn injuries, and to determine if children and adolescents who experience a burn injury have elevated risk of psychopathology following the injury. DESIGN: Systematic review of quantitative and qualitative studies. DATA SOURCES: Informit health, Medline, Embase, and PsycINFO were searched from January 2010 to December 2020. DATA EXTRACTION AND SYNTHESIS: Two reviewers screened articles, and one reviewer extracted data (with cross-checking from another reviewer) from the included studies and assessed quality using an established tool. Narrative synthesis was used to synthesise the findings from the quantitative studies, and thematic synthesis was used to synthesise the findings of included qualitative studies. RESULTS: Searches yielded 1240 unique titles, with 130 retained for full-text screening. Forty-five studies from 17 countries were included. The psychological outcomes included in the studies were mental health diagnoses, medication for mental illness, depression, anxiety, stress, fear, post-traumatic stress, post-traumatic growth, emotional issues, self-harm, self-esteem, self-concept, stigmatisation, quality of life, level of disability, resilience, coping, and suicidality. CONCLUSIONS: Our findings highlight paediatric burn patients as a particularly vulnerable population following a burn injury. Studies suggest elevated anxiety and traumatic stress symptoms, and higher rates of psychopathology in the long-term. Further research is recommended to determine the psychological outcomes in the other mental health domains highlighted in this review, as findings were mixed. Clinical care teams responsible for the aftercare of burn patients should involve psychological support for the children and families to improve outcomes.

Association of suicidal behavior with exposure to suicide and suicide attempt: A systematic review and multilevel meta-analysis.

BACKGROUND: Exposure to suicidal behavior may be associated with increased risk of suicide, suicide attempt, and suicidal ideation and is a significant public health problem. However, evidence to date has not reliably distinguished between exposure to suicide versus suicide attempt, nor whether the risk differs across suicide-related outcomes, which have markedly different public health implications. Our aim therefore was to quantitatively assess the independent risk associated with exposure to suicide and suicide attempt on suicide, suicide attempt, and suicidal ideation outcomes and to identify moderators of this risk using multilevel meta-analysis. METHODS AND FINDINGS: We systematically searched MEDLINE, Embase, PsycINFO, CINAHL, ASSIA, Sociological Abstracts, IBSS, and Social Services Abstracts from inception to 19 November 2019. Eligible studies included comparative data on prior exposure to suicide, suicide attempt, or suicidal behavior (composite measure-suicide or suicide attempt) and the outcomes of suicide, suicide attempt, and suicidal ideation in relatives, friends, and acquaintances. Dichotomous events or odds ratios (ORs) of suicide, suicide attempt, and suicidal ideation were analyzed using multilevel meta-analyses to accommodate the non-independence of effect sizes. We assessed study quality using the National Heart, Lung, and Blood Institute quality assessment tool for observational studies. Thirty-four independent studies that presented 71 effect sizes (exposure to suicide: k = 42, from 22 independent studies; exposure to suicide attempt: k = 19, from 13 independent studies; exposure to suicidal behavior (composite): k = 10, from 5 independent studies) encompassing 13,923,029 individuals were eligible. Exposure to suicide was associated with increased odds of suicide (11 studies, N = 13,464,582; OR = 3.23, 95% CI = 2.32 to 4.51, P < 0.001) and suicide attempt (10 studies, N = 121,836; OR = 2.91, 95% CI = 2.01 to 4.23, P < 0.001). However, no evidence of an association was observed for suicidal ideation outcomes (2 studies, N = 43,354; OR = 1.85, 95% CI = 0.97 to 3.51, P = 0.06). Exposure to suicide attempt was associated with increased odds of suicide attempt (10 studies, N = 341,793; OR = 3.53, 95% CI = 2.63 to 4.73, P < 0.001), but not suicide death (3 studies, N = 723; OR = 1.64, 95% CI = 0.90 to 2.98, P = 0.11). By contrast, exposure to suicidal behavior (composite) was associated with increased odds of suicide (4 studies, N = 1,479; OR = 3.83, 95% CI = 2.38 to 6.17, P < 0.001) but not suicide attempt (1 study, N = 666; OR = 1.10, 95% CI = 0.69 to 1.76, P = 0.90), a finding that was inconsistent with the separate analyses of exposure to suicide and suicide attempt. Key limitations of this study include fair study quality and the possibility of unmeasured confounders influencing the findings. The review has been prospectively registered with PROSPERO (CRD42018104629). CONCLUSIONS: The findings of this systematic review and meta-analysis indicate that prior exposure to suicide and prior exposure to suicide attempt in the general population are associated with increased odds of subsequent suicidal behavior, but these exposures do not incur uniform risk across the full range of suicide-related outcomes. Therefore, future studies should refrain from combining these exposures into single composite measures of exposure to suicidal behavior. Finally, future studies should consider designing interventions that target suicide-related outcomes in those exposed to suicide and that include efforts to mitigate the adverse effects of exposure to suicide attempt on subsequent suicide attempt outcomes.

Integrated assessment of the spatial distribution and structural dynamics of deep benthic marine communities.

Characterizing the spatial distribution and variation of species communities and validating these characteristics with data from the field are key elements for an ecosystem-based approach to management. However, models of species distributions that yield community structure are usually not linked to models of community dynamics, constraining understanding and management of the ecosystem, particularly in data-poor regions. Here we use a qualitative network model to predict changes in Antarctic benthic community structure between major marine habitats characterized largely by seafloor depth and slope, and use multivariate mixture models of species distributions to validate the community dynamics. We then assess how future increases in primary production associated with anticipated loss of sea-ice may affect the ecosystem. Our study shows how both spatial and structural features of ecosystems in data-poor regions can be analyzed and possible futures assessed, with direct relevance for ecosystem-based management.

Continuous flow separation of particles with insulator-based dielectrophoresis chromatography.

The development of insulator-based dielectrophoresis chromatography is proposed here as a novel hybrid technique that capitalizes on the simplicity of insulator-based dielectrophoresis (iDEP) and the well-known chromatographic theory. Chromatographic parameters are employed to characterize dielectrophoretic separation of particles with particles being eluted from the system as enriched particle peaks. By varying the characteristics of the insulating posts, it was possible to manipulate the interactions of the particles with the insulating post array which acted as the stationary phase. The present work studied how the characteristics of the particles affected the particle retention. Different types of particles have distinct interactions with the post array; these interactions depend on particle properties (size, electrical charge, and polarizability). This work includes mathematical modeling with COMSOL and extensive experimentation. Particles ranging from 1 to 10 µm in diameter were tested for retention time and eluted as peaks in the iDEP chromatography devices. Separation results were reported in the form of dielectropherograms including the estimation of retention time (tR), separation efficiency (N/meter), and separation resolution (Rs). Two full separations were demonstrated: a separation by charge between two types of particles of similar size (~ 10 µm) with different electrical surface charges and a separation by size between 2- and 5-µm particles with similar surface charge (difference in ζP of 4 mV). The achieved separation resolutions were Rs = 1.8 and Rs = 3.5, respectively. This is the first study on DEP chromatography to assess performance in terms of resolution and separation efficiency, demonstrating the unique potential of iDEP chromatography.

Creation of an electrokinetic characterization library for the detection and identification of biological cells.

The rising concern over drug-resistant microorganisms has increased the need for rapid and portable detection systems. However, the traditional methods for the analysis of microorganisms can be both resource and time intensive. This contribution presents an alternative approach for the characterization of microorganisms using a microscale electrokinetic technique. The present study aims to develop and validate a library with a novel parameter referred to as the electrokinetic equilibrium condition for each strain, which will allow for fast identification of the studied bacterial and yeast cells in electrokinetic (EK) microfluidic devices. To create the library, experiments with six organisms of interest were conducted using insulator-based EK devices with circle-shaped posts. The organisms included one yeast strain, Saccharomyces cerevisiae; one salmonella strain, Salmonella enterica; two species from the same genus, Bacillus cereus and Bacillus subtilis; and two Escherichia coli strains. The results from these experiments were then analyzed with a mathematical model in COMSOL Multiphysics®, which yielded the electrokinetic equilibrium condition for each distinct strain. Lastly, to validate the applicability EK library, the COMSOL model was used to estimate the trapping conditions needed in a device with oval-shaped posts for each organism, and these values were then compared with experimentally obtained values. The results suggest the library can be used to estimate trapping voltages with a maximum relative error of 12%. While the proposed electrokinetic technique is still a novel approach and the analysis of additional microorganisms would be needed to expand the library, this contribution further supports the potential of microscale electrokinetics as a technique for the rapid and robust characterization of microbes. Graphical abstract.

On the use of correction factors for the mathematical modeling of insulator based dielectrophoretic devices.

Mathematical modeling is a fundamental component in the development of new microfluidics techniques and devices. Modeling allows for the rapid testing of new system configurations while saving resources. Microscale electrokinetic (EK) techniques have significantly benefited by the advances in modeling programs and software packages. However, EK phenomena are complex to model, as they dynamically affect system characteristics, including the physical properties of the particles and fluid within the system. Insulator-based dielectrophoresis (iDEP) is an EK technique that has received important attention during the last two decades. In particular, numerous research groups that study iDEP systems employ a combination of modeling and experimentation for developing new iDEP systems. An important fraction of these research groups has adopted the practice of employing "correction factors" to account for EK phenomena that cannot be accurately predicted in their models due to model complexity and limitations in computing resources. The present review article aims to provide the reader with an overview of the most common approaches in the use of correction factors for the modeling of iDEP systems.

Integrating abundance and functional traits reveals new global hotspots of fish diversity.

Species richness has dominated our view of global biodiversity patterns for centuries. The dominance of this paradigm is reflected in the focus by ecologists and conservation managers on richness and associated occurrence-based measures for understanding drivers of broad-scale diversity patterns and as a biological basis for management. However, this is changing rapidly, as it is now recognized that not only the number of species but the species present, their phenotypes and the number of individuals of each species are critical in determining the nature and strength of the relationships between species diversity and a range of ecological functions (such as biomass production and nutrient cycling). Integrating these measures should provide a more relevant representation of global biodiversity patterns in terms of ecological functions than that provided by simple species counts. Here we provide comparisons of a traditional global biodiversity distribution measure based on richness with metrics that incorporate species abundances and functional traits. We use data from standardized quantitative surveys of 2,473 marine reef fish species at 1,844 sites, spanning 133 degrees of latitude from all ocean basins, to identify new diversity hotspots in some temperate regions and the tropical eastern Pacific Ocean. These relate to high diversity of functional traits amongst individuals in the community (calculated using Rao's Q), and differ from previously reported patterns in functional diversity and richness for terrestrial animals, which emphasize species-rich tropical regions only. There is a global trend for greater evenness in the number of individuals of each species, across the reef fish species observed at sites ('community evenness'), at higher latitudes. This contributes to the distribution of functional diversity hotspots and contrasts with well-known latitudinal gradients in richness. Our findings suggest that the contribution of species diversity to a range of ecosystem functions varies over large scales, and imply that in tropical regions, which have higher numbers of species, each species contributes proportionally less to community-level ecological processes on average than species in temperate regions. Metrics of ecological function usefully complement metrics of species diversity in conservation management, including when identifying planning priorities and when tracking changes to biodiversity values.

Development of best practice guidelines for suicide-related crisis response and aftercare in the emergency department or other acute settings: a Delphi expert consensus study.

BACKGROUND: For those who have experienced suicidal behaviour, discharge from the hospital emergency department and other acute settings represents a period of heightened vulnerability for future suicide risk. Current guidelines for suicide response in acute settings often fail to fully address the barriers faced by emergency department personnel who have contact with a person who presents for suicidal behaviour, and have been developed largely without the input of consumers or service users. The aim of the study was to use the Delphi expert consensus method to develop guidelines for staff responding to suicidal presentations in acute settings. METHODS: Systematic searches of academic and grey literature and interviews with key informants were conducted in order to develop a 525-item questionnaire, which comprised actions staff can take when responding to suicide-related presentations in acute settings. This was administered over three rounds to two panels consisting of Australian experts (39 health professionals, 50 consumers with lived experience). Items that reached consensus by at least 80% across both panels were included in the guidelines. RESULTS: A total of 420 items were rated as essential or important by at least 80% of both panels. The items included strategies that covered initial contact, assessment, referral, discharge and follow-up, staff training, and linkage with community aftercare services. Participation rate across all three rounds was 67.4% (78% consumers, 53.8% professionals). CONCLUSION: The guidelines include strategies for responding to suicidal behaviour in acute settings. These guidelines can be used to inform policy development and address barriers to best practice for those working in the area. Future research should investigate ways to optimise implementation of these guidelines in order to improve equal access to quality care for who present to acute settings for suicidal behaviour.