Injury patterns associated with cognitive motor dissociation.

In unconscious appearing patients with acute brain injury, wilful brain activation to motor commands without behavioural signs of command following, known as cognitive motor dissociation (CMD), is associated with functional recovery. CMD can be detected by applying machine learning to EEG recorded during motor command presentation in behaviourally unresponsive patients. Identifying patients with CMD carries clinical implications for patient interactions, communication with families, and guidance of therapeutic decisions but underlying mechanisms of CMD remain unknown. By analysing structural lesion patterns and network level dysfunction we tested the hypothesis that, in cases with preserved arousal and command comprehension, a failure to integrate comprehended motor commands with motor outputs underlies CMD. Manual segmentation of T2-fluid attenuated inversion recovery and diffusion weighted imaging sequences quantifying structural injury was performed in consecutive unresponsive patients with acute brain injury (n = 107) who underwent EEG-based CMD assessments and MRI. Lesion pattern analysis was applied to identify lesion patterns common among patients with (n = 21) and without CMD (n = 86). Thalamocortical and cortico-cortical network connectivity were assessed applying ABCD classification of power spectral density plots and weighted pairwise phase consistency (WPPC) to resting EEG, respectively. Two distinct structural lesion patterns were identified on MRI for CMD and three for non-CMD patients. In non-CMD patients, injury to brainstem arousal pathways including the midbrain were seen, while no CMD patients had midbrain lesions. A group of non-CMD patients was identified with injury to the left thalamus, implicating possible language comprehension difficulties. Shared lesion patterns of globus pallidus and putamen were seen for a group of CMD patients, which have been implicated as part of the anterior forebrain mesocircuit in patients with reversible disorders of consciousness. Thalamocortical network dysfunction was less common in CMD patients [ABCD-index 2.3 (interquartile range, IQR 2.1-3.0) versus 1.4 (IQR 1.0-2.0), P < 0.0001; presence of D 36% versus 3%, P = 0.0006], but WPPC was not different. Bilateral cortical lesions were seen in patients with and without CMD. Thalamocortical disruption did not differ for those with CMD, but long-range WPPC was decreased in 1-4 Hz [odds ratio (OR) 0.8; 95% confidence interval (CI) 0.7-0.9] and increased in 14-30 Hz frequency ranges (OR 1.2; 95% CI 1.0-1.5). These structural and functional data implicate a failure of motor command integration at the anterior forebrain mesocircuit level with preserved thalamocortical network function for CMD patients with subcortical lesions. Amongst patients with bilateral cortical lesions preserved cortico-cortical network function is associated with CMD detection. These data may allow screening for CMD based on widely available structural MRI and resting EEG.

Use of Champions Identified by Social Network Analysis to Reduce Health Care Worker Patient-Assist Injuries.

BACKGROUND: Safe patient handling and mobility (SPHM) programs recommend having champions, but have not indicated how to identify them and have confined their role to peer-based activities, limiting their ability to influence control measures. METHODS: In a pilot program conducted at a community access hospital in Oregon, researchers applied social network analysis (SNA) of safety advice to identify champion candidates. Candidates were invited to complete mobility, communication, and quality improvement (QI) training modules to become champions. Champions' roles included peer-based instruction and participation in QI quarterly meetings with hospital leaders. The program process was evaluated through weekly e-mail check-ins and documentation of quarterly meetings. Outcomes were evaluated with a pre-post design, observing 12-month changes in self-reported leading indicators and Good Catch reports, as well as trends in patient-assist injuries (2011-2019). RESULTS: SNA identified six candidates, four of whom became champions. Champions completed 48 weekly logs. The quarterly meetings concerned unitwide SPHM training, equipment storage, and onboarding. Results showed significant improvements in equipment use, safety participation, and safety compliance, particularly among workers who would seek SPHM advice from champions or recently hired workers. Compared with the prior year, the Good Catch monthly entries increased from 11.69 to 28.81. The average annual incidence rate of patient-assist injuries dropped from 13.01 for the six years before the program to 3.7 per 100 full-time equivalents (FTE) for the two years after. CONCLUSION: A program with SNA-identified and QI-trained champions improved safety outcomes after one year. Better-designed evaluations are needed to establish the replicability and long-term impact of this program.