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2篇 您的检索式：作者名="Liangqing Meng"

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		题名	作者	年代	出处	被引量
	1	Design of a Web Crawler for Water Quality Monitoring Data and Data Visualization显示文摘Many countries are paying more and more attention to the protection of water resources at present,and how to protect water resources has received extensive attention from society.Water quality monitoring is the key work to water resources protection.How to efficiently collect and analyze water quality monitoring data is an important aspect of water resources protection.In this paper,python programming tools and regular expressions were used to design a web crawler for the acquisition of water quality monitoring data from Global Freshwater Quality Database(GEMStat)sites,and the multi-thread parallelism was added to improve the efficiency in the process of downloading and parsing.In order to analyze and process the crawled water quality data,Pandas and Pyecharts are used to visualize the water quality data to show the intrinsic correlation and spatiotemporal relationship of the data.	Ziwen Yu Jianjun Zhang Wenwu Tan Ziyi Xiong Peilun Li Liangqing Meng Haijun Lin Guang Sun Peng Guo	2022	Journal on Big Data2022，4，2：	0
	2	Proteomics of adjacent-to-tumor samples uncovers clinically relevant biological events in hepatocellular carcinoma显示文摘Normal adjacent tissues(NATs)of hepatocellular carcinoma(HCC)differ from healthy liver tissues and their heterogeneity may contain biological information associated with disease occurrence and clinical outcome that has yet to be fully evaluated at the proteomic level.This study provides a detailed description of the heterogeneity of NATs and the differences between NATs and healthy livers and revealed that molecular features of tumor subgroups in HCC were partially reflected in their respective NATs.Proteomic data classified HCC NATs into two subtypes(Subtypes 1 and 2),and Subtype 2 was associated with poor prognosis and high-risk recurrence.The pathway and immune features of these two subtypes were characterized.Proteomic differences between the two NAT subtypes and healthy liver tissues were further investigated using data-independent acquisition mass spectrometry,revealing the early molecular alterations associated with the progression from healthy livers to NATs.This study provides a high-quality resource for HCC researchers and clinicians and may significantly expand the knowledge of tumor NATs to eventually benefit clinical practice.	Hongwen Zhu Youpei Lin Dayun Lu Shisheng Wang Yuejia Liu Liangqing Dong Qian Meng Jing Gao Yuqiu Wang Nixue Song Yuying Suo Li Ding Pei Wang Bing Zhang Daming Gao Jia Fan Qiang Gao Hu Zhou	2023	National Science Review2023，10，8：	0

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