Public Perception of Ménière's Disease: A Social Media Analysis.

OBJECTIVE: To analyze tweets associated with Ménière's disease (MD), including type of users who engage, change in usage patterns, and temporal associations, and to compare the perceptions of the general public with healthcare providers. METHODS: An R-program code, academictwitterR API, was used to query Twitter. All tweets mentioning MD from 2007 to 2021 were retrieved and analyzed. Valence Aware Dictionary and Sentiment Reasoning was used as a model to assess sentiment of tweets. Two reviewers assessed 1,007 tweets for qualitative analysis, identifying the source and the topic of the tweet. RESULTS: A total of 37,402 tweets were analyzed. The number of tweets per user ranged from 1 to 563 (M = 33.7, SD = 91.1). Quantitative analysis showed no temporal or seasonal association; however, tweeting increased when celebrities were diagnosed with MD. Of the 1007 representative tweets analyzed, 60.6% of tweets came from the general public and were largely of negative sentiment focusing on quality of life and support, whereas healthcare providers accounted for 23% of all tweets and focused on treatment/prevention. Tweets by news sources accounted for the remaining 13% of all tweets and were primarily positive in sentiment and focused on awareness. CONCLUSIONS: MD is commonly tweeted about by the general public, with limited input regarding the disease from healthcare providers. Healthcare providers must provide accurate information and awareness regarding MD, especially when awareness is highest, such as when celebrities are diagnosed. LEVEL OF EVIDENCE: Level IV.Indicate IRB or IACUCNot applicable.

Nanohybrid Membrane Synthesis with Phosphorene Nanoparticles: A Study of the Addition, Stability and Toxicity.

Phosphorene is a promising candidate as a membrane material additive because of its inherent photocatalytic properties and electrical conductance which can help reduce fouling and improve membrane properties. The main objective of this study was to characterize structural and morphologic changes arising from the addition of phosphorene to polymeric membranes. Here, phosphorene was physically incorporated into a blend of polysulfone (PSf) and sulfonated poly ether ether ketone (SPEEK) doping solution. Protein and dye rejection studies were carried out to determine the permeability and selectivity of the membranes. Since loss of material additives during filtration processes is a challenge, the stability of phosphorene nanoparticles in different environments was also examined. Furthermore, given that phosphorene is a new material, toxicity studies with a model nematode, Caenorhabditis elegans, were carried out to provide insight into the biocompatibility and safety of phosphorene. Results showed that membranes modified with phosphorene displayed a higher protein rejection, but lower flux values. Phosphorene also led to a 70% reduction in dye fouling after filtration. Additionally, data showed that phosphorene loss was negligible within the membrane matrix irrespective of the pH environment. Phosphorene caused toxicity to nematodes in a free form, while no toxicity was observed for membrane permeates.