Background In December 2019, a few coronavirus disease (COVID-19) cases were first reported in Wuhan, Hubei, China. Soon after, increasing numbers of cases were detected in other parts of China, eventually leading to a disease outbreak in China. As this dreadful disease spreads rapidly, the mass media has been active in community education on COVID-19 by delivering health information about this novel coronavirus, such as its pathogenesis, spread, prevention, and containment. Objective The aim of this study was to collect media reports on COVID-19 and investigate the patterns of media-directed health communications as well as the role of the media in this ongoing COVID-19 crisis in China. Methods We adopted the WiseSearch database to extract related news articles about the coronavirus from major press media between January 1, 2020, and February 20, 2020. We then sorted and analyzed the data using Python software and Python package Jieba. We sought a suitable topic number with evidence of the coherence number. We operated latent Dirichlet allocation topic modeling with a suitable topic number and generated corresponding keywords and topic names. We then divided these topics into different themes by plotting them into a 2D plane via multidimensional scaling. Results After removing duplications and irrelevant reports, our search identified 7791 relevant news reports. We listed the number of articles published per day. According to the coherence value, we chose 20 as the number of topics and generated the topics’ themes and keywords. These topics were categorized into nine main primary themes based on the topic visualization figure. The top three most popular themes were prevention and control procedures, medical treatment and research, and global or local social and economic influences, accounting for 32.57% (n=2538), 16.08% (n=1258), and 11.79% (n=919) of the collected reports, respectively. Conclusions Topic modeling of news articles can produce useful information about the significance of mass media for early health communication. Comparing the number of articles for each day and the outbreak development, we noted that mass media news reports in China lagged behind the development of COVID-19. The major themes accounted for around half the content and tended to focus on the larger society rather than on individuals. The COVID-19 crisis has become a worldwide issue, and society has become concerned about donations and support as well as mental health among others. We recommend that future work addresses the mass media’s actual impact on readers during the COVID-19 crisis through sentiment analysis of news data.
Background:Preoperative chemoradiotherapy has become the current standard regimen for locally advanced rectal cancer (LARC). However, the additional benefit of oxaliplatin to preoperative chemotherapy was still controversial. On one hand, oxaliplatin may improve the tumor response rate of even prolong the survival time. On the other hand, it can bring a series of adverse effects. Opinions vary from studies to studies. We aim to perform a meta-analysis to evaluate the efficacy, safety, and long-term survival of oxaliplatin in preoperative chemoradiotherapy for LARC.Method:To identify clinical trials fusing oxaliplatin in preoperative chemoradiotherapy for LARC published until December 2015, we searched PubMed, the Cochrane Library, and the Springer Link databases by combining various key words. We also search for relevant ASCO conferences. Data were extracted from every study to perform a meta-analysis using STATA 12.0 software.Result:Eleven articles or ASCO abstracts from 8 studies with a total of 5597 patients were included. Adding oxaliplatin to preoperative chemoradiotherapy can significantly improve the ypCR rate [risk ratio (RR) = 1.208, 95% confidence interval (95% CI): 1.070–1.364, P = 0.002, I2 = 14.5%], and decrease the preoperative metastasis (RR = 0.494, 95% CI: 0.256–0.954, P = 0.036, I2 = 53.9%) and local recurrence rate (RR = 0.761, 95% CI: 0.616–0.941, P = 0.012, I2 = 26.1%). What's more, oxaliplatin can prolong the disease-free survival (DFS) [hazard ratio (HR) = 0.867, 95% CI: 0.741–0.992, P = 0.000, I2 = 16.3%]. However, oxaliplatin can increase the chemoradiotherapy-related toxicities (RR = 1.858, 95% CI 1.427–2.419, P = 0.000, I2 = 84.7%). There was no significant difference between the groups with and without oxaliplatin in operation rate, R0 resection rate, sphincter preservation rate, permanent stoma rate, postoperative complication, mortality, and overall survival.Conclusion:Preoperative chemoradiotherapy with oxaliplatin bring both advantage and disadvantage to LARC. Whether to use oxaliplatin should be decided by patient's general condition and tolerance. Although oxaliplatin can prolong the DFS, survival benefit should be proved by further data.
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