Faculty Bibliography

Carotid Doppler ultrasound is used as a measure of fluid responsiveness, however, assessing change with statistical confidence requires an adequate beat sample size. The coefficient of variation helps quantify the number of cardiac cycles needed to adequately detect change during functional hemodynamic monitoring.

[Figure: see text].

INTRODUCTION/BACKGROUND:Poor sleep is a pervasive problem for hospitalized patients and can contribute to adverse health outcomes. METHODS:We aimed to improve self-reported sleep for patients on a general medicine ward as measured by the Richards-Campbell Sleep Questionnaire (RCSQ) as well as the Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) question addressing quietness at night. We utilized a non-pharmacologic sleep hygiene bundle composed of a short script with sleep hygiene prompts, such as whether patients would like the shades closed or the lights turned off, as well as a sleep package including an eye mask, earplugs, lavender scent pad, and non-caffeinated tea. Relaxing music was played at bedtime and signs promoting the importance of quietness at night were placed around the unit. Front-line champions were identified to aid with implementation. RESULTS:A total of 931 patients received the intervention. In a sample of surveyed patients, we observed an increase in the RCSQ global score from 6.0 (IQR 3.0-7.0) to 6.2 (IQR 4.0-7.8) from the pre- to post- intervention periods (p = 0.041), as well as increases in three of the five individual survey components. Additionally, HCAHPS "quietness at night" score increased on the unit from 34.1% pre-intervention to 42.5% post-intervention. CONCLUSION/CONCLUSIONS:A nonpharmacologic sleep hygiene protocol paired with provider education and use of champions was associated with modest improvements in patients' perceived sleep and unit HCAHPS scores.

AIMS/OBJECTIVE:The aim at this study was to determine the effects of unsaturated fatty acids on clinical plasmids. METHODS AND RESULTS/RESULTS:, respectively, were used to assess the effects on conjugative transfer of a mcr-1-harboring plasmid pCSZ4 (IncX4) in conjugation experiment. The inhibitory mechanisms were analyzed by molecular docking and the gene expression of virB11 was quantitated by qRT-PCR. Target plasmid diversity was carried out by TrwD/VirB11 homology protein sequence prediction analysis. Our results showed that LA and ALA inhibit plasmid pCSZ4 transfer by binding to the amino acid residues (Phe124 and Thr125) of VirB11 with dose-dependent effects. The expression levels of virB11 gene were also significantly inhibited by LA and ALA treatment. Protein homology analysis revealed a wide distribution of TrwD/VirB11-like genes among over 37 classes of plasmids originated from both Gram-negative and Gram-positive bacteria, CONCLUSIONS: This study demonstrates representing a diversity of plasmids that may be potentially inhibited by unsaturated fatty acids. SIGNIFICANCE AND IMPACT OF STUDY/CONCLUSIONS:Our work reported here provides additional support for application of curbing the spread of multiple plasmids by unsaturated fatty acids.

Purpose: To carry out a large international validation of how dose prediction quality translates to plan quality in a radiotherapy knowledge-based planning (KBP) process.
Method(s): We collected dose predictions for head-and-neck cancer radiotherapy from 21 different research groups internationally who participated in the OpenKBP Grand Challenge. Each research group used the same training dataset (n=200) and validation dataset (n=40) to develop their methods. These methods predicted dose on a testing dataset (n=100), and those 2100 unique dose predictions were input to a previously published plan optimization method to generate 2100 treatment plans. The predictions and plans were compared to the ground truth dose via: (1)error, the mean absolute voxel-by-voxel difference in dose; and (2) quality, the mean and maximum deviation across 23 dose-volume histogram (DVH) criteria.
Result(s): The range in median prediction error among the top 20 methods was 2.3Gy to 12.0Gy, which was 6.8Gy wider than the range in median plan error of 2.1Gy to 5.0Gy. One method also achieved significantly lower prediction error (P<0.05; one-sided Wilcoxon test) than all the other methods, however, it generated plans with error that was not significantly lower than 28.6% of the other methods. Additionally, predicted dose was consistently lower quality than plan dose. Half (n=1050) of all predictions and plans had an average deviation that was 0.1Gy worse and 0.8Gy better than the ground truth dose, respectively. Similarly, half of all predictions had a maximum deviation that was 3.7Gy worse than the ground truth dose, which was 1.0Gy worse than half of all plans.
Conclusion(s): Many dose prediction methods can achieve low error, however, optimization often improves upon the predictions and eliminates significant differences between prediction methods. Thus, it is critical that we improve the optimization stage in KBP to get better utility out of the existing high-quality dose prediction methods