State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China.
College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100190, China.
Int J Environ Res Public Health. 2021 Apr 10;18(8):3997. doi: 10.3390/ijerph18083997.
Gastric cancer is a common malignancy worldwide and poses a serious threat to human public health. The difficulty in obtaining epidemiological data limits the development of cross-disciplinary related research. In this study, 99,364 publications on gastric cancer from 1991 to 2019 were obtained using web-crawler technology, and a technical framework for extracting toponyms from these publications was constructed to analyze spatiotemporal hotspots of study areas in gastric cancer research in China. The results showed the following: (1) The accuracy of toponym extraction was greatly improved after eliminating the systematic exclusion words and adding historical toponyms, with a precision of 95.31% and a recall of 94.86%. (2) Gastric cancer research (GCR) and gastric cancer research with toponyms (GCRWT) are attracting increasing amounts of attention. The amount of GCR results published in Chinese and English is gradually leveling off, and the imbalance between those of GCRWT is gradually widening. (3) The spatial distribution of gastric cancer research in China is uneven, and the hotspots are mainly located in the eastern coastal areas. There were huge advances in gastric cancer research at the province/city/county scale in Eastern China, while the central region has only increased research at the county scale. We suggest that gastric cancer research should pay more attention to the central region, which has the highest gastric cancer incidence/mortality. This study provides important clues for research on and investigations of gastric cancer.
胃癌是一种常见的恶性肿瘤,对人类公共健康构成严重威胁。由于难以获取流行病学数据,跨学科相关研究的发展受到限制。本研究采用网络爬虫技术获取了 1991 年至 2019 年关于胃癌的 99,364 篇文献,并构建了从这些文献中提取地名的技术框架,以分析中国胃癌研究领域的时空热点。结果表明:(1)通过消除系统排除词并添加历史地名,地名提取的准确性得到了极大提高,精度为 95.31%,召回率为 94.86%。(2)胃癌研究(GCR)和带地名的胃癌研究(GCRWT)越来越受到关注。中文和英文发表的 GCR 研究数量逐渐趋于平稳,而 GCRWT 的不平衡性逐渐扩大。(3)中国胃癌研究的空间分布不均匀,热点主要集中在东部沿海地区。中国东部省市县规模的胃癌研究取得了巨大进展,而中部地区仅在县级规模上有所增加。我们建议胃癌研究应更加关注发病率/死亡率最高的中部地区。本研究为胃癌的研究和调查提供了重要线索。