Objectives/Hypothesis
1) Identify the major expenses for outpatient pediatric tympanostomy tube placement in a multihospital network. 2) Compare differences for variations in costs among hospitals ...and surgeons.
Methods
An observational cohort study in a multihospital network using a standardized activity‐based accounting system to determine hospital costs for tympanostomy tube placement from February 2011 to January 2015. Children aged 6 months to less than 3 years old who underwent same‐day surgery (SDS) for tympanostomy tubes at 15 hospital facilities were included. Subjects with additional procedures were excluded. Hospital costs were subdivided into categories including operating room (OR), SDS preoperative, SDS postoperative, postanesthesia care unit, anesthesia, pharmacy, and OR supplies.
Results
The study cohort included 5,623 patients undergoing tympanostomy tube placement by 67 surgeons. Mean cost per surgery was $769 ± $3. Significant variations (P < 0.001) in mean cost per procedure were identified by hospital (range $1212 ± $38 to $509 ± $11) and by surgeon (range $1330 ± $75 to $660 ± $11). Operating room and SDS preoperative were the greatest expenditures; each category accounted for over 30% of overall costs. Pharmacy costs and OR costs were some of the major drivers of cost variation among surgeons.
Conclusion
This study demonstrates that OR and SDS preoperative costs accounted for the greatest expenditure in tympanostomy tube placement, and significant variation exists among surgeons and hospitals within a multihospital network. Further research is needed to elucidate factors accounting for such variation in cost and the overall impact on patient outcomes.
Level of Evidence
4. Laryngoscope, 126:1935–1939, 2016
In Alzheimer's diseases (AD), tau pathology is strongly associated with cognitive decline. Preclinical evidence suggests that tau spreads across connected neurons in an activity-dependent manner. ...Supporting this, cross-sectional AD studies show that tau deposition patterns resemble functional brain networks. However, whether higher functional connectivity is associated with higher rates of tau accumulation is unclear. Here, we combine resting-state fMRI with longitudinal tau-PET in two independent samples including 53 (ADNI) and 41 (BioFINDER) amyloid-biomarker defined AD subjects and 28 (ADNI) vs. 16 (BioFINDER) amyloid-negative healthy controls. In both samples, AD subjects show faster tau accumulation than controls. Second, in AD, higher fMRI-assessed connectivity between 400 regions of interest (ROIs) is associated with correlated tau-PET accumulation in corresponding ROIs. Third, we show that a model including baseline connectivity and tau-PET is associated with future tau-PET accumulation. Together, connectivity is associated with tau spread in AD, supporting the view of transneuronal tau propagation.
Alzheimer's disease (AD) is a progressive neurodegenerative condition marked by a decline in cognitive functions with no validated disease modifying treatment. It is critical for timely treatment to ...detect AD in its earlier stage before clinical manifestation. Mild cognitive impairment (MCI) is an intermediate stage between cognitively normal older adults and AD. To predict conversion from MCI to probable AD, we applied a deep learning approach, multimodal recurrent neural network. We developed an integrative framework that combines not only cross-sectional neuroimaging biomarkers at baseline but also longitudinal cerebrospinal fluid (CSF) and cognitive performance biomarkers obtained from the Alzheimer's Disease Neuroimaging Initiative cohort (ADNI). The proposed framework integrated longitudinal multi-domain data. Our results showed that 1) our prediction model for MCI conversion to AD yielded up to 75% accuracy (area under the curve (AUC) = 0.83) when using only single modality of data separately; and 2) our prediction model achieved the best performance with 81% accuracy (AUC = 0.86) when incorporating longitudinal multi-domain data. A multi-modal deep learning approach has potential to identify persons at risk of developing AD who might benefit most from a clinical trial or as a stratification approach within clinical trials.
Ernest Hemingway's Hawaiian honeymoon with his third wife is rarely mentioned in his writings. Upon their arrival on the island, they were chased by the press, and were hosted by relatives and ...friends. Hemingway's experience in Hawaii is documented through newspaper articles, letters, and interviews. His wife viewed Hawaii as a place where hospitality is a curse and no one is left alone.
TCR signaling pathways cooperate to activate the inducible transcription factors NF-κB, NFAT, and AP-1. In this study, using the calcium ionophore ionomycin and/or PMA on Jurkat T cells, we show that ...the gene expression program associated with activation of TCR signaling is closely related to specific chromatin landscapes. We find that calcium and kinase signaling cooperate to induce chromatin remodeling at ∼2100 chromatin regions, which demonstrate enriched binding motifs for inducible factors and correlate with target gene expression. We found that these regions typically function as inducible enhancers. Many of these elements contain composite NFAT/AP-1 sites, which typically support cooperative binding, thus further reinforcing the need for cooperation between calcium and kinase signaling in the activation of genes in T cells. In contrast, treatment with PMA or ionomycin alone induces chromatin remodeling at far fewer regions (∼600 and ∼350, respectively), which mostly represent a subset of those induced by costimulation. This suggests that the integration of TCR signaling largely occurs at the level of chromatin, which we propose plays a crucial role in regulating T cell activation.
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