Use of deep artificial neural networks to identify stroke during triage via subtle changes in circulating cell counts.

BACKGROUND: The development of tools that could help emergency department clinicians recognize stroke during triage could reduce treatment delays and improve patient outcomes. Growing evidence suggests that stroke is associated with several changes in circulating cell counts. The aim of this study was to determine whether machine-learning can be used to identify stroke in the emergency department using data available from a routine complete blood count with differential. METHODS: Red blood cell, platelet, neutrophil, lymphocyte, monocyte, eosinophil, and basophil counts were assessed in admission blood samples collected from 160 stroke patients and 116 stroke mimics recruited from three geographically distinct clinical sites, and an ensemble artificial neural network model was developed and tested for its ability to discriminate between groups. RESULTS: Several modest but statistically significant differences were observed in cell counts between stroke patients and stroke mimics. The counts of no single cell population alone were adequate to discriminate between groups with high levels of accuracy; however, combined classification using the neural network model resulted in a dramatic and statistically significant improvement in diagnostic performance according to receiver-operating characteristic analysis. Furthermore, the neural network model displayed superior performance as a triage decision making tool compared to symptom-based tools such as the Cincinnati Prehospital Stroke Scale (CPSS) and the National Institutes of Health Stroke Scale (NIHSS) when assessed using decision curve analysis. CONCLUSIONS: Our results suggest that algorithmic analysis of commonly collected hematology data using machine-learning could potentially be used to help emergency department clinicians make better-informed triage decisions in situations where advanced imaging techniques or neurological expertise are not immediately available, or even to electronically flag patients in which stroke should be considered as a diagnosis as part of an automated stroke alert system.

A blueprint for nursing innovation centers.

BACKGROUND: The interest in and demand for healthcare innovation has heightened amid the COVID-19 pandemic. Organizations are challenged to balance the goals of daily operations with innovation to stay relevant and compete in the marketplace. Innovation is critical for not only the success and sustainability of organizations, but the well-being of the faculty, staff, and clients they serve. PURPOSE: In this article, we present an overview of several Nursing Innovation Centers in the United States as well as examples of colleges without formal innovation centers but who are addressing innovation in their programs. METHODS: We examined the subjective experience of nursing innovation in seven colleges of nursing using semi-structured intervieweds and thematic analysis. FINDINGS: We discuss four themes for creating an innovation center or innovation focus and six themes important for sustainability and impact. In addition, we provide a working model for these themes and provide lessons learned along with trends and recommendations for the future. DISCUSSION: This information provides guidance and a framework for academic and practice organizations aspiring to create opportunities for innovation to flourish in their institutions. We also encourage leadership to critically evaluate and address biases in faculty hiring, research evaluation, publication practices, educational opportunities and mentoring to overcome the diversity innovation paradox.

High-throughput profiling of the circulating proteome suggests sexually dimorphic corticosteroid signaling following ischemic stroke.

Increasing evidence suggests that there are innate differences between sexes with respect to stroke pathophysiology; however, the molecular mechanisms underlying these differences remain unclear. In this investigation, we employed a shotgun approach to broadly profile sex-associated differences in the plasma proteomes of a small group of male ( n = 6) and female ( n = 4) ischemic stroke patients. Peripheral blood was sampled during the acute phase of care, and liquid chromatography electrospray ionization mass spectrometry was used to quantify plasma proteins. We observed widespread differences in plasma composition, as 77 out of 294 detected proteins were significantly differentially expressed between sexes. Corticosteroid-binding globulin (CBG), a negative acute-phase reactant that inversely regulates levels of bioactive free cortisol, was the most dramatically differentially regulated, exhibiting 16-fold higher abundance in plasma from women relative to men. Furthermore, functional annotation analysis revealed that the remaining differentially expressed proteins were significantly enriched for those involved in response to corticosteroid signaling. Plasma CBG levels were further examined in an additional group of male ( n = 19) and female ( n = 28) ischemic stroke patients, as well as a group of male ( n = 13) and female ( n = 18) neurologically normal controls. CBG levels were significantly reduced in male stroke patients relative to male controls; however, no differences were observed between female stroke patients and female controls, suggesting that women may exhibit an attenuated cortisol response to stroke. Collectively, our findings reinforce the idea that there are sex-associated differences in stroke pathophysiology and suggest that cortisol signaling should be investigated further as a potential molecular mediator.

Circulating leucocytes perpetuate stroke-induced aortic dysfunction.

NEW FINDINGS: What is the central question of this study? Does a stroke event influence aortic endothelial function; and what is the role of peripheral circulating leucocytes in stroke on the vascular reactivity of the aorta? What is the main finding and its importance? In vitro co-culture experiments demonstrated that aortic endothelium-dependent relaxation was impaired when rat aortic rings were co-cultured with leucocytes stimulated with serum from stroke patients. Impaired vascular reactivity was not observed in aortic rings without leucocytes stimulated with serum from stroke patients or age-matched control patients with or without leucocytes. These data suggest that leucocyte-dependent altered aortic endothelium-dependent relaxation with stroke and the systemic consequences of stroke on vascular inflammation may occur in the aorta. Post-stroke inflammation has been linked to poor stroke outcomes. The vascular endothelium senses and responds to circulating factors, in particular inflammatory cytokines. Although stroke-associated local cerebrovascular dysfunction is well reported, the effects of a stroke on conduit artery function are not fully understood. We tested the hypothesis that serum from stroke patients triggers leucocyte-dependent aortic endothelial dysfunction that is associated with elevated concentrations of cytokines. Total leucocytes were isolated from healthy individuals, and the cells were incubated in serum from control subjects or stroke patients for 6 h. The quantity of cytokines in media was determined using an immunoassay. Vascular reactivity was determined by the rat aortic rings that were co-cultured with or without leucocytes and stimulated with serum samples from control subjects or stroke patients. Endothelium-dependent dilatation was significantly impaired in aortic rings co-cultured with leucocytes plus serum from stroke patients (50 ± 30 versus 85 ± 13%, P < 0.05) versus serum from control subjects. In contrast, no difference was observed in aortic function stimulated with serum from control subjects or stroke patients without total leucocytes. Likewise, total leucocyte-derived cytokine concentrations were significantly increased in a time-dependent manner on stimulation with serum from stroke patients (P < 0.05). These observations support the concept that the increased response of leucocytes drives the development of stroke-associated vascular endothelial dysfunction. As such, pharmacologically targeting the source of inflammatory cytokines might alleviate stroke-associated peripheral vascular dysfunction.

Circulating extracellular DNA levels are acutely elevated in ischaemic stroke and associated with innate immune system activation.

OBJECTIVE: The objective of this work was to assess the ability of peripheral blood cell-free DNA (cfDNA) levels to identify ischaemic stroke early in the acute phase of care, as well as to examine the relationship between peripheral blood cfDNA levels and stroke-induced innate immune system activation. METHODS: Upon emergency department admission, peripheral blood samples were obtained from 43 patients experiencing acute ischaemic stroke and 20 patients identified as stroke mimics. Plasma cfDNA levels were measured using quantitative polymerase chain reaction (qPCR), infarct volume and NIH stroke scale (NIHSS) were used to assess injury severity, and peripheral blood neutrophil count was used as a measure of innate immune system status. RESULTS: Peripheral blood cfDNA levels were significantly elevated in patients suffering stroke relative to those diagnosed as stroke mimics, and could differentiate between groups with 86% (95% CI = 72-95%) sensitivity and 75% (95% CI = 51-91%) specificity. Furthermore, cfDNA levels displayed significant positive associations between both infarct volume and peripheral blood neutrophil count within the stroke group. CONCLUSIONS: These findings suggest that assessment of peripheral blood cfDNA levels may be useful for the identification of ischaemic stroke in the acute care setting, and provide associative evidence that cfDNA is a potential activator of the peripheral innate immune system in response to cerebral ischaemia.

The impact of the Nurse Faculty Scholars program on schools of nursing.

BACKGROUND: The Robert Wood Johnson Foundation Nurse Faculty Scholars program was conceptualized as not only promoting the growth and development of early-career faculty but as enhancing the research infrastructure of scholars' schools of nursing. PURPOSE: At the completion of the scholars' three years of support, deans/directors were asked to provide feedback regarding the institutional impact of the scholars' participation in the program. METHODS: Phone interviews were conducted on the first five completed cohorts and a six-item questionnaire was developed to obtain some quantitative data. DISCUSSION: The program was viewed as having accelerated the scholars' leadership and scholarship, and their influence within the school/university and regionally/nationally. Deans/directors generally agreed that the scholars' experience helped build the school's research portfolio. CONCLUSION: Looking back on how the participating schools of nursing fared, one can say that the program's institutional expectations were achieved most of the time. The program helped scholars build their own reputations and that in turn had consequences for the school's standing as a whole. A number of components are described that can be replicated singly or in various combinations by schools/universities interested in adopting aspects of this program.

Rethinking Recovery: Incorporating Holistic Nursing Perspectives in Poststroke Care.

Stroke is a life-changing experience. Current treatments focus on treating the condition, rather than the whole person. The goal of this report was to communicate the benefits of a holistic approach to the treatment and recovery of stroke. Our intent was to begin a conversation to transform our approach to stroke care to focus on the whole person, body, mind, and spirit. Wellness approaches are fiscally responsible ways of providing holistic care for patients and their family members to help them achieve optimal individualized recovery. Very few multidimensional programs for wellness exist for patients with stroke and brain injury. Given the changes in health care and the Call to Action set forth in the Institute of Medicine's 2010 report, it would behoove us to consider holistic approaches to stroke care and research programs. Nurses are uniquely positioned to implement multidisciplinary, innovative holistic approaches to address solutions for issues in stroke care. Wellness is a critically important area of stroke care and an opportunity for research. As advocates for patients, and nurses with personal experiences, we hope this commentary stimulates conversation around developing and testing multidimensional holistic programs of wellness for stroke prevention, treatment, and recovery.

Rapid mitochondrial dysfunction mediates TNF-alpha-induced neurotoxicity.

Tumor necrosis factor alpha (TNF-α) is known to exacerbate ischemic brain injury; however, the mechanism is unknown. Previous studies have evaluated the effects of TNF-α on neurons with long exposures to high doses of TNF-α, which is not pathophysiologically relevant. We characterized the rapid effects of TNF-α on basal respiration, ATP production, and maximal respiration using pathophysiologically relevant, post-stroke concentrations of TNF-α. We observed a reduction in mitochondrial function as early as 1.5 h after exposure to low doses of TNF-α, followed by a decrease in cell viability in HT-22 cells and primary neurons. Subsequently, we used the HT-22 cell line to determine the mechanism by which TNF-α causes a rapid and profound reduction in mitochondrial function. Pre-treating with TNF-R1 antibody, but not TNF-R2 antibody, ameliorated the neurotoxic effects of TNF-α, indicating that TNF-α exerts its neurotoxic effects through TNF-R1. We observed an increase in caspase 8 activity and a decrease in mitochondrial membrane potential after exposure to TNF-α which resulted in a release of cytochrome c from the mitochondria into the cytosol. These novel findings indicate for the first time that an acute exposure to pathophysiologically relevant concentrations of TNF-α has neurotoxic effects mediated by a rapid impairment of mitochondrial function. This study focuses on the neurotoxic mechanism of a pro-inflammatory cytokine, tumor necrosis factor alpha (TNF-α). We demonstrate a prompt mitochondrial dysfunction followed by nerve cell loss after exposure to TNF-α. These studies may provide evidence that the immune system can rapidly and adversely affect brain function and that TNF-α signaling may be a target for neuroprotection.

IGF-1: a potential biomarker for efficacy of sleep improvement with automatic airway pressure therapy for obstructive sleep apnea?

BACKGROUND: Positive airway pressure (PAP) reverses obstructive sleep apnea (OSA)-related hypoxia and restores slow wave sleep (SWS). Insulin-like growth factor 1 (IGF-1) is a neuropeptide that facilitates the repair of neurons from hypoxia and improves sleep regulation. IGF-1 concentrations are lower in OSA, and likely increase following PAP treatment; however, this relationship has not yet been determined in a younger cohort of OSA patients. METHODS: This was a prospective, observational pilot study of 58 young men, who were diagnosed with OSA and provided PAP as an intervention. Adherence to PAP treatment over 3 months was objectively measured, as well as changes in the apnea-hypopnea index (AHI). Serum concentrations of IGF-1and C-reactive protein (CRP) were measured and correlated with PAP adherence. RESULTS: IGF-1 concentrations at baseline were similar between PAP adherent 55.5 ± 34.4 ng/ml and PAP nonadherent participants 61.2 ± 27.1 ng/ml (p = 0.4), with the overall mean IGF-1 concentration of 59.0 ± 29.9 ng/ml. At follow-up, adherent participants had concentrations of IGF-1 that were significantly higher 128 ± 59.5 ng/ml compared to nonadherent participants 86.0 ± 47.4 ng/ml (p < 0.01). Increases in IGF-1 concentrations were significantly associated with reductions in AHI (Spearman's rho = -0.409, p = 0.015). Conversely, CRP concentrations did not differ between baseline and follow-up measurements in either group. CONCLUSIONS: Adherence to PAP treatment leads to significant increases in IGF-1 concentrations in young men with OSA. While an objective measure of adherence exists, PAP usage does not allow for measure of sleep improvement. IGF-1 may serve as a potential biomarker for the efficacy of PAP therapy on improved sleep.

Chapter 8 Military Personnel With Traumatic Brain Injuries and Insomnia Have Reductions in PTSD and Improved Perceived Health Following Sleep Restoration: A Relationship Moderated by Inflammation.

BACKGROUND: Up to one-third of deployed military personnel sustain a traumatic brain injury (TBI). TBIs and the stress of deployment contribute to the vulnerability for chronic sleep disturbance, resulting in high rates of insomnia diagnoses as well as symptoms of posttraumatic stress disorder (PTSD), depression, and declines in health-related quality of life (HRQOL). Inflammation is associated with insomnia; however, the impact of sleep changes on comorbid symptoms and inflammation in this population is unknown. METHODS: In this study, we examined the relationship between reported sleep changes and the provision of the standard of care, which could include one or more of the following: cognitive behavioral therapy (CBT), medications, and continuous positive airway pressure (CPAP). We compared the following: (a) the group with a decrease in the Pittsburgh Sleep Quality Index (PSQI; restorative sleep) and (b) the group with no change or increase in PSQI (no change). Independent t tests and chi-square tests were used to compare the groups on demographic and clinical characteristics, and mixed between-within subjects analysis of variance tests were used to determine the effect of group differences on changes in comorbid symptoms. Linear regression models were used to examine the role of inflammation in changes in symptoms and HRQOL. RESULTS: The sample included 70 recently deployed military personnel with TBI, seeking care for sleep disturbances. Thirty-seven participants reported restorative sleep and 33 reported no sleep changes or worse sleep. The two groups did not differ in demographic characteristics or clinical symptoms at baseline. The TBI+restored sleep group had significant reductions in PTSD and depression over the 3-month period, whereas the TBI+no change group had a slight increase in both PTSD and depression. The TBI+restored sleep group also had significant changes in HRQOL, including the following HRQOL subcomponents: physical functioning, role limitations in physical health, social functioning, emotional well-being, energy/fatigue, and general health perceptions. In a linear regression model using a forced entry method, the dependent variable of change in C-reactive protein (CRP) concentrations was significantly related to changes in PTSD symptoms and HRQOL in the TBI+restored sleep group, with R2=0.43, F33,3=8.31, p<.01. CONCLUSIONS: Military personnel with TBIs who have a reduction in insomnia symptoms following a standard-of-care treatment report less severe symptoms of depression and PTSD and improved HRQOL, which relate to decreased plasma concentrations of CRP. These findings suggest that treatment for sleep disturbances in this TBI+military population is associated with improvements in health and decreases in inflammation. The contributions of inflammation-induced changes in PTSD and depression in sleep disturbances in TBI + military personnel require further study.

The Ohio State University Dream Team: Innovation for Well-being fellowship and coaching program.

Background: Nearly 70% of faculty experience very high levels of stress. Integrative Nurse Coaching (INC) can help by assisting clients in establishing goals and embarking on new lifestyle behaviors that help to decrease perceived stress, achieve work life integration, and enhance life satisfaction. Our goal was to evaluate a faculty coaching and fellowship program to support faculty well-being while developing innovation competency. Methods: We employed an INC paradigm to coach five faculty to build confidence and competence in innovation and enhance well-being. We offered monthly group and individual coaching and used a qualitative research thematic analysis to determine themes important for the fellow and group experiences, identify outcomes, and create recommendations for the future. Results: We identified the following themes as outcomes for our program: (1) enhanced connection, comradery, and support; (2) increased confidence and competence in navigating academia; (3) shift from a fixed mindset to an innovation mindset; and (4) increased ability to identify and manage stress and burnout. Fellows also experienced a shift from focusing on individual needs to addressing the needs of the community at the college. Conclusion: Nurse coaching is an effective strategy to address faculty stress and burnout. Additional research is needed to evaluate the Innovation for Well-being faculty fellowship program and its impact on the academic community.

A Holistic Transcendental Leadership Model for Enhancing Innovation, Creativity and Well-Being in Health Care.

Burnout in health care employees and leaders is at an all-time high. Strategies to address burnout can fall short of addressing the broad range of underlying causes, including both organizational culture and personal factors. The National Academies of Medicine has set forth recommendations to address health care burnout from a leadership-based systems level that focuses on the whole employee, body, mind, and spirit. Across generations and societies, there is a growing trend toward spirituality and meaning as a critical component of both personal life and work. Among the working-age millennials, values of purpose and greater societal good take precedent and impact work choices and behaviors. Spiritually based values such as a sense of purpose, the transcendence of the self and ego, and the acknowledgment of something greater than our collective selves, are present in both popular culture and research on transcendental models of leadership. This article presents a model of holistic transcendental leadership that can be leveraged in the health care workplace to enhance innovation and creativity, while placing a novel emphasis on the physical, emotional, and spiritual well-being at the individual, group, and organizational level.

Blood-brain barrier disruption in humans is independently associated with increased matrix metalloproteinase-9.

BACKGROUND AND PURPOSE: Matrix metalloproteinases (MMP) may play a role in blood-brain barrier (BBB) disruption after ischemic stroke. We hypothesized that plasma concentrations of MMP-9 are associated with a marker of BBB disruption in patients evaluated for acute stroke. METHODS: Patients underwent MRI on presentation and approximately 24 hours later. The MRI marker, termed hyperintense acute reperfusion injury marker (HARM), is gadolinium enhancement of cerebrospinal fluid on fluid-attenuated inversion recovery MRI. Plasma MMP-9 and tissue inhibitor of matrix metalloproteinase-1 were measured by enzyme-linked immunosorbent assay. Logistic regression models tested for predictors of HARM on 24-hour follow-up scans separately for MMP-9 and the ratio of MMP-9 to TIMP-1. RESULTS: For the 41 patients enrolled, diagnoses were: acute ischemic cerebrovascular syndrome, 33 (80.6%); intracerebral hemorrhage, 6 (14.6%); stroke mimic, 1 (2.4%); and no stroke, 1 (2.4%). HARM was present in 17 (41.5%) patients. In model 1, HARM was associated with baseline plasma MMP-9 concentration (odds ratio [OR], 1.01; 95% confidence interval [CI], 1.001-1.019; P=0.033). In model 2, HARM was associated with the ratio of MMP-9 to tissue inhibitor of matrix metalloproteinase-1 (OR, 4.94; 95% CI, 1.27-19.14; P=0.021). CONCLUSIONS: Baseline MMP-9 was a significant predictor of HARM at 24-hour follow-up, supporting the hypothesis that MMP-9 is associated with BBB disruption. If the association between MMP-9 and BBB disruption is confirmed in future studies, HARM may be a useful imaging marker to evaluate MMP-9 inhibition in ischemic stroke and other populations with BBB disruption.

High-Throughput Profiling of Circulating Antibody Signatures for Stroke Diagnosis Using Small Volumes of Whole Blood.

Accurate stroke recognition during triage can streamline care and afford patients earlier access to life-saving interventions. However, the tools currently available to clinicians for prehospital and early in-hospital identification of stroke are limited. The peripheral immune system is intricately involved in stroke pathology and thus may be targetable for the development of immunodiagnostics. In this preliminary study, we sought to determine whether the circulating antibody pool is altered early in stroke, and whether such alterations could be leveraged for diagnosis. One hundred microliters of peripheral whole blood was sampled from 19 ischemic stroke patients, 17 hemorrhagic stroke patients, and 20 stroke mimics in the acute phase of care. A custom-fabricated high-density peptide array comprising 125,000 unique probes was used to assess the binding characteristics of blood-borne antibodies, and a random forest-based approach was used to select a parsimonious set of probes with an optimal ability to discriminate between groups. The coordinate antibody binding intensities of the top 17 probes identified in our analysis displayed an ability to differentiate the total pool of stroke patients from stroke mimics with 92% sensitivity and 90% specificity, as well as detect hemorrhage with 88% sensitivity and 87% specificity, as determined using a same-set cross-validation. These preliminary findings suggest that stroke-associated alterations in the circulating antibody pool may have clinical utility for diagnosis during triage, and that such a possibility warrants further investigation.

Shifts in Leukocyte Counts Drive the Differential Expression of Transcriptional Stroke Biomarkers in Whole Blood.

Our group recently identified a panel of ten genes whose RNA expression levels in whole blood have utility for detection of stroke. The purpose of this study was to determine the mechanisms by which these genes become differentially expressed during stroke pathology. First, we assessed the transcriptional distribution of the ten genes across the peripheral immune system by measuring their expression levels on isolated neutrophils, monocytes, B-lymphocytes, CD-4+ T-lymphocytes, CD-8+ T-lymphocytes, and NK-cells generated from the blood of healthy donors (n = 3). Then, we examined the relationship between the whole-blood expression levels of the ten genes and white blood cell counts in a cohort of acute ischemic stroke patients (n = 36) and acute stroke mimics (n = 15) recruited at emergency department admission. All ten genes displayed strong patterns of lineage-specific expression in our analysis of isolated leukocytes, and their whole-blood expression levels were correlated with white blood cell differential across the total patient population, suggesting that many of them are likely differentially expressed in whole blood during stroke as an artifact of stroke-induced shifts in leukocyte counts. Specifically, factor analysis inferred that over 50% of the collective variance in their whole-blood expression levels across the patient population was driven by underlying variance in white blood cell counts alone. However, the cumulative expression levels of the ten genes displayed a superior ability to discriminate between stroke patients and stroke mimics relative to white blood cell differential, suggesting that additional less prominent factors influence their expression levels which add to their diagnostic utility. These findings not only provide insight regarding this particular panel of ten genes, but also into the results of prior stroke transcriptomics studies performed in whole blood.

Nursing genetics and genomics: The International Society of Nurses in Genetics (ISONG) survey.

BACKGROUND: The International Society of Nursing in Genetics (ISONG) fosters scientific and professional development in the discovery, interpretation, and application of genomic information in nursing research, education, and clinical practice. OBJECTIVES: Assess genomic-related activities of ISONG members in research, education and practice, and competencies to serve as global leaders in genomics. DESIGN: Cross-sectional survey (21-items) assessing genomic-related training, knowledge, and practice. SETTINGS: An email invitation included a link to the anonymous online survey. PARTICIPANTS: All ISONG members (n = 350 globally) were invited to partake. METHODS: Descriptive statistics and Wilcoxon Rank Sum Test for between-group comparisons. RESULTS: Respondents (n = 231, 66%), were mostly Caucasian, female, with a master's degree or higher. Approximately 70% wanted to incorporate genomics in research, teaching, and practice. More than half reported high genomic competency, and over 95% reported that genomics is relevant the next 5 years. CONCLUSIONS: Findings provide a foundation for developing additional educational programs for an international nursing workforce in genomics.

Poly(ADP-ribose) polymerase-1 and its clinical applications in brain injury.

Traumatic brain injury (TBI) is a devastating occurrence that may result in short- and long-term complications. Oxidative stress (an imbalance between oxidants and antioxidants) plays a critical role in the development of secondary injuries following TBI and, consequently, in patient outcomes. Secondary injuries resulting from oxidative stress produce DNA strand breaks that activate poly(adenosine diphosphate [ADP]-ribose) polymerase-1 (PARP-1) and produce another level of injury. PARP-1 functions as a DNA-damage sensor and signaling molecule. In response to the severe DNA damage after brain injury, PARP-1 becomes overactivated and depletes the cells' energy sources, which leads to cellular and neuronal death. Recently, PARP-1 inhibition has been studied in various animal models of brain injury with promising results. TBI treatments based on PARP-1 inhibition in humans are far from the clinical arena, although descriptive studies of PARP-1 activation in humans are beginning to emerge. Nurses should become involved in this area of collaborative research in human response to brain injury by helping design and implement safe and meaningful clinical trials.

Primer in Genetics and Genomics, Article 2-Advancing Nursing Research With Genomic Approaches.

PURPOSE: Nurses investigate reasons for variable patient symptoms and responses to treatments to inform how best to improve outcomes. Genomics has the potential to guide nursing research exploring contributions to individual variability. This article is meant to serve as an introduction to the novel methods available through genomics for addressing this critical issue and includes a review of methodological considerations for selected genomic approaches. APPROACH: This review presents essential concepts in genetics and genomics that will allow readers to identify upcoming trends in genomics nursing research and improve research practice. It introduces general principles of genomic research and provides an overview of the research process. It also highlights selected nursing studies that serve as clinical examples of the use of genomic technologies. Finally, the authors provide suggestions about how to apply genomic technology in nursing research along with directions for future research. CONCLUSIONS: Using genomic approaches in nursing research can advance the understanding of the complex pathophysiology of disease susceptibility and different patient responses to interventions. Nurses should be incorporating genomics into education, clinical practice, and research as the influence of genomics in health-care research and practice continues to grow. Nurses are also well placed to translate genomic discoveries into improved methods for patient assessment and intervention.

Immune biomarkers for the diagnosis of mild traumatic brain injury.

BACKGROUND: In 2010, there were approximately 2.2 million emergency room visits associated with traumatic brain injury (TBI), with 80 percent diagnosed as mild TBI or concussion. In addition, there are a large number of TBIs, especially mild TBIs, which go either unreported by patients or initially undiagnosed by clinicians. Our team has previously identified a panel of immune-related genes that can diagnose ischemic stroke at triage, and due to shared pathophysiological mechanisms of TBI and stroke, we hypothesized that this panel of genes may also be utilized for the diagnosis of TBI. OBJECTIVES: The primary aims of this pilot study were to: (1) characterize changes in a panel of immune-related genes in TBI; (2) identify immune-related biomarkers that may be used to diagnose TBI and (3) describe the peripheral immune response following TBI. METHODS: Blood was drawn from TBI patients no later than 24 h of injury onset and matched control subjects. Real-time PCR was used to measure gene expression, and a white blood cell differential was performed to obtain neutrophil and lymphocyte percentages. RESULTS: Relative mRNA expression of ARG1, LY96, MMP9, s100a12 was significantly increased and CCR7 was significantly decreased in peripheral blood of TBI patients within 24 hours of injury compared to control subjects. We also observed a different pattern of leukocyte dynamics following TBI between mild and severe TBI. CONCLUSIONS: We have described a panel of immune-related genes that can accurately predict/diagnose TBI with higher sensitivity and specificity of other biomarkers to date.