Decolonising the medical curriculum: psychiatry faces particular challenges.

Colonial thinking runs deep in psychiatry. Recent anti-racist statements from the APA and RCPsych are to be welcomed. However, we argue that if it is to really tackle deep-seated racism and decolonise its curriculum, the discipline will need to critically interrogate the origins of some of its fundamental assumptions, values and priorities. This will not be an easy task. By its very nature, the quest to decolonise is fraught with contradictions and difficulties. However, we make the case that this moment presents an opportunity for psychiatry to engage positively with other forms of critical reflection on structures of power/knowledge in the field of mental health. We propose a number of paths along which progress might be made.

Empowering nurses to activate the rapid response team.

All clinical nurses need to be prepared to recognize deterioration in a patient's clinical status and activate the rapid response team when appropriate. This article explores the clinical nurse's role in recognizing and responding to deterioration in a patient's condition with a focus on hospital-based nurses practicing on a medical-surgical unit.

Avoiding Cribari gridlock 2: The standardized triage assessment tool outperforms the Cribari matrix method in 38 adult and pediatric trauma centers.

OBJECTIVES: The Cribari Matrix Method (CMM) is the current standard to identify over/undertriage but requires manual trauma triage reviews to address its inadequacies. The Standardized Triage Assessment Tool (STAT) partially emulates triage review by combining CMM with the Need For Trauma Intervention, an indicator of major trauma. This study aimed to validate STAT in a multicenter sample. METHODS: Thirty-eight adult and pediatric US trauma centers submitted data for 97,282 encounters. Mixed models estimated the effects of overtriage and undertriage versus appropriate triage on the odds of complication, odds of discharge to a continuing care facility, and differences in length of stay for both CMM and STAT. Significance was assessed at p <0.005. RESULTS: Overtriage (53.49% vs. 30.79%) and undertriage (17.19% vs. 3.55%) rates were notably lower with STAT than with CMM. CMM and STAT had significant associations with all outcomes, with overtriages demonstrating lower injury burdens and undertriages showing higher injury burdens than appropriately triaged patients. STAT indicated significantly stronger associations with outcomes than CMM, except in odds of discharge to continuing care facility among patients who received a full trauma team activation where STAT and CMM were similar. CONCLUSIONS: This multicenter study strongly indicates STAT safely and accurately flags fewer cases for triage reviews, thereby reducing the subjectivity introduced by manual triage determinations. This may enable better refinement of activation criteria and reduced workload.

Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors.

Stressful conversation is a frequently occurring stressor in our daily life. Stressors not only adversely affect our physical and mental health but also our relationships with family, friends, and coworkers. In this paper, we present a model to automatically detect stressful conversations using wearable physiological and inertial sensors. We conducted a lab and a field study with cohabiting couples to collect ecologically valid sensor data with temporally-precise labels of stressors. We introduce the concept of stress cycles, i.e., the physiological arousal and recovery, within a stress event. We identify several novel features from stress cycles and show that they exhibit distinguishing patterns during stressful conversations when compared to physiological response due to other stressors. We observe that hand gestures also show a distinct pattern when stress occurs due to stressful conversations. We train and test our model using field data collected from 38 participants. Our model can determine whether a detected stress event is due to a stressful conversation with an F1-score of 0.83, using features obtained from only one stress cycle, facilitating intervention delivery within 3.9 minutes since the start of a stressful conversation.

Mapping typical and hypokinetic dysarthric speech production network using a connected speech paradigm in functional MRI.

We developed a task paradigm whereby subjects spoke aloud while minimizing head motion during functional MRI (fMRI) in order to better understand the neural circuitry involved in motor speech disorders due to dysfunction of the central nervous system. To validate our overt continuous speech paradigm, we mapped the speech production network (SPN) in typical speakers (n = 19, 10 females) and speakers with hypokinetic dysarthria as a manifestation of Parkinson disease (HKD; n = 21, 8 females) in fMRI. We then compared it with the SPN derived during overt speech production by 15O-water PET in the same group of typical speakers and another HKD cohort (n = 10, 2 females). The fMRI overt connected speech paradigm did not result in excessive motion artifacts and successfully identified the same brain areas demonstrated in the PET studies in the two cohorts. The SPN derived in fMRI demonstrated significant spatial overlap with the corresponding PET derived maps (typical speakers: r = 0.52; speakers with HKD: r = 0.43) and identified the components of the neural circuit of speech production belonging to the feedforward and feedback subsystems. The fMRI study in speakers with HKD identified significantly decreased activity in critical feedforward (bilateral dorsal premotor and motor cortices) and feedback (auditory and somatosensory areas) subsystems replicating previous PET study findings in this cohort. These results demonstrate that the overt connected speech paradigm is feasible during fMRI and can accurately localize the neural substrates of typical and disordered speech production. Our fMRI paradigm should prove useful for study of motor speech and voice disorders, including stuttering, apraxia of speech, dysarthria, and spasmodic dysphonia.

rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor.

Monitoring of in-person conversations has largely been done using acoustic sensors. In this paper, we propose a new method to detect moment-by-moment conversation episodes by analyzing breathing patterns captured by a mobile respiration sensor. Since breathing is affected by physical and cognitive activities, we develop a comprehensive method for cleaning, screening, and analyzing noisy respiration data captured in the field environment at individual breath cycle level. Using training data collected from a speech dynamics lab study with 12 participants, we show that our algorithm can identify each respiration cycle with 96.34% accuracy even in presence of walking. We present a Conditional Random Field, Context-Free Grammar (CRF-CFG) based conversation model, called rConverse, to classify respiration cycles into speech or non-speech, and subsequently infer conversation episodes. Our model achieves 82.7% accuracy for speech/non-speech classification and it identifies conversation episodes with 95.9% accuracy on lab data using a leave-one-subject-out cross-validation. Finally, the system is validated against audio ground-truth in a field study with 32 participants. rConverse identifies conversation episodes with 71.7% accuracy on 254 hours of field data. For comparison, the accuracy from a high-quality audio-recorder on the same data is 71.9%.

Replication of chimeric yellow fever virus-dengue serotype 1-4 virus vaccine strains in dendritic and hepatic cells.

ChimeriVax-dengue (DEN) viruses are live attenuated vaccine candidates. They are constructed by replacing the premembrane (prM) and envelope (E) genes of the yellow fever (YF) 17D virus vaccine with the corresponding genes from wild-type DEN viruses (serotypes 1-4) isolated from humans. In this study, the growth kinetics of ChimeriVax-DEN1-4 and parent viruses (wild-type DEN-1-4 and YF 17D) were assessed in human myeloid dendritic cells (DCs) and in three hepatic cell lines (HepG2, Huh7, and THLE-3). In DC, ChimeriVax-DEN-1-4 showed similar growth kinetics to their parent viruses, wild-type DEN virus (propagated in Vero cells), or YF 17D virus (peak titers ~3-4.5 log(10) plaque-forming units (PFU)/mL at 48-72 hours post-infection). Parent wild-type DEN-1-4 viruses derived from C6/36 mosquito cells did not show any growth at a multiplicity of infection of 0.1 in DCs, except for DEN-2 virus, which grew to a modest titer of 2.5 log(10) PFU/mL at 48 hours post-infection. ChimeriVax-DEN1-4 grew to significantly lower titers (2-5 log(10) PFU/mL) than YF 17D virus in hepatic cell lines THLE-3 and HepG2, but not in Huh7 cells. These experiments suggest that ChimeriVax-DEN1-4 viruses replicate similarly to YF-VAX in DCs, but at a lower level than YF 17D virus in hepatic cell lines. The lack of growth of chimeric viruses in human hepatic cells suggests that these viruses may be less hepatotropic than YF 17D virus vaccine in humans.

Construction of yellow fever/St. Louis encephalitis chimeric virus and the use of chimeras as a diagnostic tool.

St. Louis encephalitis (SLE) and West Nile (WN) flaviviruses are genetically closely related and cocirculate in the United States. Virus neutralization tests provide the most specific means for serodiagnosis of infections with these viruses. However, use of wild-type SLE and WN viral strains for laboratory testing is constrained by the biocontainment requirements. We constructed two highly attenuated yellow fever (YF) virus chimeras that contain the premembrane-envelope (prM-E) protein genes from the virulent MSI-7 (isolated in the United States) or the naturally attenuated CorAn9124 (Argentina) SLE strains. The YF/SLE (CorAn version) virus and the previously constructed YF/WN chimera were shown to specifically distinguish between confirmed human SLE and WN cases in a virus neutralization test using patient sera. These chimeras have the potential for use as diagnostic reagents and vaccines against SLE and WN.

High fidelity of yellow fever virus RNA polymerase.

Three consecutive plaque purifications of four chimeric yellow fever virus-dengue virus (ChimeriVax-DEN) vaccine candidates against dengue virus types 1 to 4 were performed. The genome of each candidate was sequenced by the consensus approach after plaque purification and additional passages in cell culture. Our data suggest that the nucleotide sequence error rate for SP6 RNA polymerase used in the in vitro transcription step to initiate virus replication was as high as 1.34 x 10(-4) per copied nucleotide and that the error rate of the yellow fever virus RNA polymerase employed by the chimeras for genome replication in infected cells was as low as 1.9 x 10(-7) to 2.3 x 10(-7). Clustering of beneficial mutations that accumulated after multiple virus passages suggests that the N-terminal part of the prM protein, a specific site in the middle of the E protein, and the NS4B protein may be essential for nucleocapsid-envelope interaction during flavivirus assembly.