Russell L Gruen’s research while affiliated with Australian National University and other places

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Publications (302)


Genetic vulnerability and adverse mental health outcomes following mild traumatic brain injury: a meta-analysis of CENTER-TBI and TRACK-TBI cohorts
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December 2024

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159 Reads

EClinicalMedicine

Mart Kals

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Ross Zafonte

Background Post-traumatic stress disorder (PTSD) and depression are common after mild traumatic brain injury (mTBI), but their biological drivers are uncertain. We therefore explored whether polygenic risk scores (PRS) derived for PTSD and major depressive disorder (MDD) are associated with the development of cognate TBI-related phenotypes. Methods Meta-analyses were conducted using data from two multicenter, prospective observational cohort studies of patients with mTBI: the CENTER-TBI study (ClinicalTrials.gov ID NCT02210221) in Europe (December 2014–December 2017) and the TRACK-TBI study in the US (March 2014–July 2018). In both cohorts, the most common causes of injury were road traffic accidents and falls. Primary outcomes, specifically probable PTSD and depression, were defined at 6 months post-injury using scores ≥33 on the PTSD Checklist-5 and ≥15 on the Patient Health Questionnaire-9, respectively. We calculated PTSD-PRS and MDD-PRS for patients aged ≥17 years who had a Glasgow Coma Scale score of 13–15 upon hospital arrival and assessed their association with PTSD and depression following TBI. We also evaluated the transferability of the findings in a cohort of African Americans. Findings Overall, 11.8% (219/1869) and 6.7% (124/1869) patients were classified as having probable PTSD and depression, respectively. The PTSD-PRS was significantly associated with higher adjusted odds of PTSD in both cohorts, with a pooled odds ratio (OR) of 1.55 [95% confidence interval (CI) 1.30–1.84, p < 0.001, I² = 20.8%]. Although the MDD-PRS increased the risk of depression after TBI, it did not reach significance in the individual cohorts. However, in a combined analysis, the risk was significantly elevated with a pooled OR of 1.26 [95% CI 1.03–1.53, p = 0.02, I² = 0%]. The addition of PRSs improved the proportion of outcome variance explained in the two study cohorts from 19.5% and 30.3% to 21.6% and 34.0% for PTSD; and from 11.0% and 22.5% to 12.8% and 22.6% for depression. Patients in the highest cognate PRS quintile had increased odds of 3.16 [95% CI 1.80–5.55] and 2.03 [95% CI 1.04–3.94] of developing PTSD or depression compared to the lowest quintile, respectively. Interpretation Associations of PRSs with PTSD and depression following TBI are not disorder-specific. However, the overlap between MDD-PRS and depression following TBI is less robust compared to PTSD-PRS and PTSD. PRSs could improve risk prediction, and permit enrichment for interventional trials. Funding This study was supported by funding by an FP7 grant from the 10.13039/501100000780European Union, 10.13039/501100007731Hannelore Kohl Stiftung, 10.13039/100009006Integra LifeSciences Corporation, NeuroTrauma Sciences, US 10.13039/100000002National Institutes of Health, US 10.13039/100000005Department of Defense, National Football League Advisory Board, US 10.13039/100000015Department of Energy, and 10.13039/100018727One Mind.



Schematic overview of the 21-compartment cardiovascular model. Reproduced from van Loon et al., 2022, licensed under CC BY 4.0 International. Left panel (A): Anatomic model. Dashed square indicates the intrathoracic pressure. Right panel (B): Hydraulic circuit model. The orange circles with numbers are elastic elements with a pre and post resistance in blue and annotated with Roman numbers. The cardiac compartments are illustrated with red circles and represent time-variant elastances, together with their valves (green single triangles). The dashed rectangle outlines the intrathoracic compartments, and the brown wide-dashed line with round arrowheads indicates the lymphatic flow from the lower and upper body to the super vena cava. The green and red apple indicate gravity and its direction (green = added, red = subtracted).
Pressure-volume loops of the left intraventricular compartment. A healthy astronaut (‘normal’, blue line) to heart failure with reduced (HFrEF, red line) and preserved (HFpEF, green line) ejection fraction under Earth’s gravitational conditions (1G) in the supine position (t = 80 s).
Haemodynamic responses occurring during entry into microgravity under different conditions. Top panel; healthy adult. Middle panel: Heart failure with reduced ejection fraction (HFrEF). Bottom panel: Heart failure with preserved ejection fraction (HFpEF). Line colours: dashed line = start microgravity transition, red = mean arterial blood pressure, dashed green = heart rate, black = cardiac output, and blue = left atrial pressure.
Computational modeling of heart failure in microgravity transitions
  • Article
  • Full-text available

June 2024

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48 Reads

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1 Citation

The space tourism industry is growing due to advances in rocket technology. Privatised space travel exposes non-professional astronauts with health profiles comprising underlying conditions to microgravity. Prior research has typically focused on the effects of microgravity on human physiology in healthy astronauts, and little is known how the effects of microgravity may play out in the pathophysiology of underlying medical conditions, such as heart failure. This study used an established, controlled lumped mathematical model of the cardiopulmonary system to simulate the effects of entry into microgravity in the setting of heart failure with both, reduced and preserved ejection fraction. We find that exposure to microgravity eventuates an increased cardiac output, and in patients with heart failure there is an unwanted increase in left atrial pressure, indicating an elevated risk for development of pulmonary oedema. This model gives insight into the risks of space flight for people with heart failure, and the impact this may have on mission success in space tourism.

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Wellbeing and Personal Safety: Lessons from Population-Based Strategies to Reduce the Burden of Injury

July 2023

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8 Reads

There has always been interest in understanding what constitutes the good life and the basis for creating it. Much has been written about health and wellbeing at multiple scales, from the physical and psychological through to the societal and environmental. Wellbeing has been studied from the perspectives of psychology, medicine, economics, social science, ecology, and political science. However, the interconnections between these scales and perspectives have received far less attention even though understanding these interdependencies is critical to the comprehensive understanding of wellbeing and how to improve it. In this book, the authors aim to create an integrated science of wellbeing that connects these diverse scales and perspectives to better guide research and public policy. The contributing authors are distinguished in their respective fields and provide a synthesis of this wellbeing research. But, in each chapter, they also consider the interconnections between the psychological, human biological, societal, and environmental domains of wellbeing research. Hence, while the book is divided into four sections representing each of these domains, integration across all scales is sought throughout. This integrated approach offers a first step toward a more complete understanding of wellbeing that can propel wellbeing research and initiatives in novel and fruitful directions.


Prehospital Tranexamic Acid for Severe Trauma

June 2023

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137 Reads

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103 Citations

The New-England Medical Review and Journal

Background: Whether prehospital administration of tranexamic acid increases the likelihood of survival with a favorable functional outcome among patients with major trauma and suspected trauma-induced coagulopathy who are being treated in advanced trauma systems is uncertain. Methods: We randomly assigned adults with major trauma who were at risk for trauma-induced coagulopathy to receive tranexamic acid (administered intravenously as a bolus dose of 1 g before hospital admission, followed by a 1-g infusion over a period of 8 hours after arrival at the hospital) or matched placebo. The primary outcome was survival with a favorable functional outcome at 6 months after injury, as assessed with the use of the Glasgow Outcome Scale-Extended (GOS-E). Levels on the GOS-E range from 1 (death) to 8 ("upper good recovery" [no injury-related problems]). We defined survival with a favorable functional outcome as a GOS-E level of 5 ("lower moderate disability") or higher. Secondary outcomes included death from any cause within 28 days and within 6 months after injury. Results: A total of 1310 patients were recruited by 15 emergency medical services in Australia, New Zealand, and Germany. Of these patients, 661 were assigned to receive tranexamic acid, and 646 were assigned to receive placebo; the trial-group assignment was unknown for 3 patients. Survival with a favorable functional outcome at 6 months occurred in 307 of 572 patients (53.7%) in the tranexamic acid group and in 299 of 559 (53.5%) in the placebo group (risk ratio, 1.00; 95% confidence interval [CI], 0.90 to 1.12; P = 0.95). At 28 days after injury, 113 of 653 patients (17.3%) in the tranexamic acid group and 139 of 637 (21.8%) in the placebo group had died (risk ratio, 0.79; 95% CI, 0.63 to 0.99). By 6 months, 123 of 648 patients (19.0%) in the tranexamic acid group and 144 of 629 (22.9%) in the placebo group had died (risk ratio, 0.83; 95% CI, 0.67 to 1.03). The number of serious adverse events, including vascular occlusive events, did not differ meaningfully between the groups. Conclusions: Among adults with major trauma and suspected trauma-induced coagulopathy who were being treated in advanced trauma systems, prehospital administration of tranexamic acid followed by an infusion over 8 hours did not result in a greater number of patients surviving with a favorable functional outcome at 6 months than placebo. (Funded by the Australian National Health and Medical Research Council and others; PATCH-Trauma ClinicalTrials.gov number, NCT02187120.).


Pre-hospital freeze-dried plasma for critical bleeding after trauma: A pilot randomized controlled trial

April 2023

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67 Reads

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24 Citations

Academic Emergency Medicine

Objectives: Transfusion of a high ratio of plasma to packed red blood cells (PRBC), to treat or prevent acute traumatic coagulopathy, has been associated with survival after major trauma. However, the effect of pre-hospital plasma on patient outcomes has been inconsistent. The aim of this pilot trial was to assess the feasibility of transfusing freeze-dried plasma with red blood cells (RBC) using a randomized controlled design in an Australian aeromedical pre-hospital setting. Methods: Patients attended by Helicopter Emergency Medical Service (HEMS) paramedics with suspected critical bleeding after trauma managed with pre-hospital RBC were randomized to receive two units of freeze-dried plasma (Lyoplas N-w) or standard care (no plasma). The primary outcome was the proportion of eligible patients enrolled and provided the intervention. Secondary outcomes included preliminary data on effectiveness, including mortality censored at 24 hours and at hospital discharge, and adverse events. Results: During the study period of 01 June to 31 October 2022, there were 25 eligible patients, of whom 20 (80%) were enrolled in the trial and 19 (76%) received the allocated intervention. Median time from randomization to hospital arrival was 92.5 mins (IQR 68-101.5). Mortality may have been lower in the freeze-dried plasma group at 24h (RR 0.24; 95%CI: 0.03 - 1.73) and at hospital discharge (RR 0.73; 95%CI: 0.24 - 2.27). No serious adverse events related to the trial interventions were reported. Conclusions: This first reported experience of freeze-dried plasma use in Australia suggests pre-hospital administration is feasible. Given longer prehospital times typically associated with HEMS attendance, there is potential clinical benefit from this intervention and rationale for a definitive trial.


Figure 1. Short-term exposure to below clinically used concentrations of PVP-I impairs the viability of various cell types. Cells were exposed to short-term (ST, 5 min) treatment with either control, 1% PVP, 1% PVP-I, 1 mM iodine (I 2 ), PVP-I filtered up (FU; >10 kD) fraction, or PVP-I filtered down (FD; <10 kD) fraction, unless indicated otherwise. (A) Cellular metabolism was measured with PrestoBlue. (B) Mitochondrial membrane potential was measured with JC-1 using flow cytometry. JC-1 monomers indicate the percentage of cells with disrupted mitochondria. (C) Cellular metabolism was measured with PrestoBlue. (D) Mitochondrial membrane potential was measured with JC-1 using flow cytometry. (E) Mitochondrial function was determined by measuring oxygen consumption rate with Seahorse XF. Dashed lines indicate injection with A: oligomycin; B: FCCP; and C: rotenone/antimycin A. (F, G) A549 3D spheroids were stained for calcein AM (viable cells) and Hoechst (nuclei). Spheroids were imaged before and directly after treatment every 3 min for 30 consecutive minutes. Images were quantified for calcein AM expression per cell. Scale bar, 1 mm. (H) Mitochondrial membrane potential was measured with JC-1 using flow cytometry. (I) Cellular metabolism was measured with PrestoBlue. All graphs show the mean ± SD of three biological replicates. (A, C, G, I) Values were normalized to control, which was set to 100% in panels (A, C, G, I). P-values were calculated versus control: *P < 0.05 and ***P < 0.001, (B, D, I) t test and (E, G) multiple comparisons two-way ANOVA.
Figure 2. Long-term exposure to low-dose concentrations of PVP-I does not affect functionality of various cell types. HMEC-1, LP-9, A549, and RAW264.7 cells were exposed to low-dose long-term (LT, 30 min) treatment with PBS control, 0.01% PVP, 0.01% PVP-I, or 50 μM I 2 . (A) 48 h after LT treatment, cell cycle analysis was performed using the Click-iT EdU flow cytometry assay. ND, not determined. (B) Directly after LT treatment, mitochondrial function was determined by measuring oxygen consumption rate with Seahorse XF. Dashed lines indicate injection with A: oligomycin; B: FCCP; and C: rotenone/antimycin A. (C) Leucocytes were freshly isolated from mouse whole blood. 24 h after LT treatment of leucocytes, cytokine production was measured in the supernatant using the Mouse Cytokine Multiplex Assay with flow cytometry. LPS (100 ng/ml) was used as a positive control. All graphs show the mean ± SD of three biological replicates. P-values were calculated versus control: *P < 0.05, **P < 0.01, and ***P < 0.001, (A, C) t test and (B) multiple comparisons two-way ANOVA.
IC 50 values of PVP-I and I 2 in indicated cell lines, as calculated from Fig 1A and C.
Cell death and barrier disruption by clinically used iodine concentrations

March 2023

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135 Reads

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5 Citations

Life Science Alliance

Povidone-iodine (PVP-I) inactivates a broad range of pathogens. Despite its widespread use over decades, the safety of PVP-I remains controversial. Its extended use in the current SARS-CoV-2 virus pandemic urges the need to clarify safety features of PVP-I on a cellular level. Our investigation in epithelial, mesothelial, endothelial, and innate immune cells revealed that the toxicity of PVP-I is caused by diatomic iodine (I 2 ), which is rapidly released from PVP-I to fuel organic halogenation with fast first-order kinetics. Eukaryotic toxicity manifests at below clinically used concentrations with a threshold of 0.1% PVP-I (wt/vol), equalling 1 mM of total available I 2 . Above this threshold, membrane disruption, loss of mitochondrial membrane potential, and abolition of oxidative phosphorylation induce a rapid form of cell death we propose to term iodoptosis. Furthermore, PVP-I attacks lipid rafts, leading to the failure of tight junctions and thereby compromising the barrier functions of surface-lining cells. Thus, the therapeutic window of PVP-I is considerably narrower than commonly believed. Our findings urge the reappraisal of PVP-I in clinical practice to avert unwarranted toxicity whilst safeguarding its benefits.


Fig. 1 Sample attrition plot
Rehabilitation and outcomes after complicated vs uncomplicated mild TBI: results from the CENTER-TBI study

December 2022

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429 Reads

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13 Citations

BMC Health Services Research

Background Despite existing guidelines for managing mild traumatic brain injury (mTBI), evidence-based treatments are still scarce and large-scale studies on the provision and impact of specific rehabilitation services are needed. This study aimed to describe the provision of rehabilitation to patients after complicated and uncomplicated mTBI and investigate factors associated with functional outcome, symptom burden, and TBI-specific health-related quality of life (HRQOL) up to six months after injury. Methods Patients ( n = 1379) with mTBI from the Collaborative European NeuroTrauma Effectiveness Research in TBI (CENTER-TBI) study who reported whether they received rehabilitation services during the first six months post-injury and who participated in outcome assessments were included. Functional outcome was measured with the Glasgow Outcome Scale – Extended (GOSE), symptom burden with the Rivermead Post Concussion Symptoms Questionnaire (RPQ), and HRQOL with the Quality of Life after Brain Injury – Overall Scale (QOLIBRI-OS). We examined whether transition of care (TOC) pathways, receiving rehabilitation services, sociodemographic (incl. geographic), premorbid, and injury-related factors were associated with outcomes using regression models. For easy comparison, we estimated ordinal regression models for all outcomes where the scores were classified based on quantiles. Results Overall, 43% of patients with complicated and 20% with uncomplicated mTBI reported receiving rehabilitation services, primarily in physical and cognitive domains. Patients with complicated mTBI had lower functional level, higher symptom burden, and lower HRQOL compared to uncomplicated mTBI. Rehabilitation services at three or six months and a higher number of TOC were associated with unfavorable outcomes in all models, in addition to pre-morbid psychiatric problems. Being male and having more than 13 years of education was associated with more favorable outcomes. Sustaining major trauma was associated with unfavorable GOSE outcome, whereas living in Southern and Eastern European regions was associated with lower HRQOL. Conclusions Patients with complicated mTBI reported more unfavorable outcomes and received rehabilitation services more frequently. Receiving rehabilitation services and higher number of care transitions were indicators of injury severity and associated with unfavorable outcomes. The findings should be interpreted carefully and validated in future studies as we applied a novel analytic approach. Trial registration ClinicalTrials.gov NCT02210221.


Measurement invariance of six language versions of the post-traumatic stress disorder checklist for DSM-5 in civilians after traumatic brain injury

October 2022

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276 Reads

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13 Citations

Traumatic brain injury (TBI) is frequently associated with neuropsychiatric impairments such as symptoms of post-traumatic stress disorder (PTSD), which can be screened using self-report instruments such as the Post-Traumatic Stress Disorder Checklist for DSM-5 (PCL-5). The current study aims to inspect the factorial validity and cross-linguistic equivalence of the PCL-5 in individuals after TBI with differential severity. Data for six language groups (n ≥ 200; Dutch, English, Finnish, Italian, Norwegian, Spanish) were extracted from the CENTER-TBI study database. Factorial validity of PTSD was evaluated using confirmatory factor analyses (CFA), and compared between four concurrent structural models. A multi-group CFA approach was utilized to investigate the measurement invariance (MI) of the PCL-5 across languages. All structural models showed satisfactory goodness-of-fit with small between-model variation. The original DSM-5 model for PTSD provided solid evidence of MI across the language groups. The current study underlines the validity of the clinical DSM-5 conceptualization of PTSD and demonstrates the comparability of PCL-5 symptom scores between language versions in individuals after TBI. Future studies should apply MI methods to other sociodemographic (e.g., age, gender) and injury-related (e.g., TBI severity) characteristics to improve the monitoring and clinical care of individuals suffering from PTSD symptoms after TBI.


Citations (74)


... However, to better quantify the complex interactions between gravitational changes, intracranial and ocular hemodynamics, computational models have been developed as complementary tools [25][26][27][28][29][30]. Computational models allow more detailed and refined exploration of ocular circulation under varying gravitational states [31][32][33][34]. Combining HDT experiments with numerical modeling has proven particularly effective for advancing our understanding of conditions such as SANS [33,35]. ...

Reference:

A Computational Model for Retinal Hemodynamics Under Gravitational and Postural Variations
Computational modeling of heart failure in microgravity transitions

... Metabolic complications (i.e., abnormalities in renal or liver function and electrolytic imbalances) have previously been shown to be significantly more common in patients receiving high-TIL therapies 12 and an important marker for physiological endotyping 32 . Moreover, in a prior study, serial protein biomarkers (in addition to GCS) were key descriptors for clustering TBI patient trajectories in the ICU 33 . Therefore, the results from these dynamic variables support the links between TIL and pathophysiologyincluding systemic factors (e.g., metabolism and inflammation)-after TBI 7 . ...

Clinical descriptors of disease trajectories in patients with traumatic brain injury in the intensive care unit (CENTER-TBI): a multicentre observational cohort study
  • Citing Article
  • November 2023

The Lancet Neurology

... These agents are currently being investigated for their effectiveness in treating conditions such as TBI, refractory seizures, and neurodegenerative diseases. Notable studies that have highlighted the effectiveness and therapeutic potential of NMDA receptor antagonists are discussed below [59]. ...

Prehospital Tranexamic Acid for Severe Trauma
  • Citing Article
  • June 2023

The New-England Medical Review and Journal

... В пилотное рандомизированное контроли руемое исследование, проведенное службой скорой медицинской помощи в Австра лии, были включены 20 пациентов с травмами, сопровождающимися кровотечением и ги поволемией [27]. Из них 11 пациентов полу чили трансфузии 1 единицы ЭВ и стандарт ную противошоковую терапию во время санитарно авиационной эвакуации, 9 паци ентам, наряду с трансфузиями 1 единицы ЭВ, применяли 2 единицы ЛП. ...

Pre-hospital freeze-dried plasma for critical bleeding after trauma: A pilot randomized controlled trial
  • Citing Article
  • April 2023

Academic Emergency Medicine

... However, a study using a rat model of colorectal cancer has found that intraoperative washing with aqueous povidone-iodine compromises the integrity of the intestinal mucosa barrier by disrupting epithelial tight junctions which in turn causes endotoxin shock [77]. Furthermore, a recent study has identified that povidone-iodine causes toxicity to epithelial, endothelial, and mesothelial cells by releasing diatomic iodine that disrupts and depletes lipid rafts, causing loss of membrane integrity [78]. Reduced degree of mesothelial cell exfoliation * [33] Pre-clinical (Peritoneal lavage) Povidone-iodine Formation of peritoneal adhesions [35] Compromises integrity of intestinal mucosa barrier [77] In vitro Lactated Ringer's solution Reduced loss of mesothelial cell adhesion * [33] Povidone-iodine Toxic to epithelial, endothelial and mesothelial cells [78] Peritoneal dialysis solution Loss of mesothelial cell membrane integrity [79] * As compared to normal saline. ...

Cell death and barrier disruption by clinically used iodine concentrations

Life Science Alliance

... Physiotherapy is thus a service which is accessible to many, and it might be likely that patients with moderate injuries who were not referred to specialized rehabilitation or rehabilitation institutions sought physiotherapy to support rehabilitation. Other studies have demonstrated that physiotherapy is the most frequently delivered service to persons with traumatic brain injury [33,34]. ...

Rehabilitation and outcomes after complicated vs uncomplicated mild TBI: results from the CENTER-TBI study

BMC Health Services Research

... The Post-traumatic Stress Symptom Checklist (PCL-5, [39]) comprises 20 items and a Likert-type response scale (5 response options). This scale has a validated Spanish adaptation and also evidence of its cross-cultural validation [40]. Although it was originally developed for assessing trauma-related symptoms in the general population, it has been specifically validated for evaluating traumatic childbirth experiences [41]. ...

Measurement invariance of six language versions of the post-traumatic stress disorder checklist for DSM-5 in civilians after traumatic brain injury

... In space, astronauts experience microgravity, which can lead to physiological changes such as fl uid redistribution, muscle atrophy, and cardiovascular deconditioning. By applying negative pressure to the lower body, LBNP eff ectively pulls blood towards the lower extremities, mimicking the gravitational forces that act on the human body when sitting or standing upright on Earth [19,20,45,46,48]. Researchers also use LBNP to simulate the eff ects of experiencing gravitational forces encountered during launch, re-entry, or planetary exploration [6,34,39,55]. ...

Computational modeling of orthostatic intolerance for travel to Mars

npj Microgravity

... Machine learning algorithms were then developed using the data obtained to identify which patients with mTBI were most likely to present a positive CT scan. This approach presented very high sensitivity and specificity, distinguishing patients with mTBI from controls [85]. ...

Vibrational spectroscopy for the triage of traumatic brain injury computed tomography priority and hospital admissions
  • Citing Article
  • June 2022

Journal of Neurotrauma

... Gaskin et al. 2017;Quilty et al. 2022). Children with disabilities may be particularly vulnerable to the impacts of climate change because of underlying health conditions, social and economic factors and service access barriers (Kosanic et al. 2022;Lindsay et al. 2022). ...

Climate, housing, energy and Indigenous health: a call to action

The Medical journal of Australia