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二十年来任务态 fMRI 中样本特征变化的实证评估:味觉和食物研究的一个范例。

Empirical assessment of changing sample-characteristics in task-fMRI over two decades: An example from gustatory and food studies.

机构信息

Oral and Maxillofacial Radiology, Applied Oral Sciences and Community Dental Care, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China.

Oral and Maxillofacial Surgery, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China.

出版信息

Hum Brain Mapp. 2020 Jun 15;41(9):2460-2473. doi: 10.1002/hbm.24957. Epub 2020 Mar 26.

Abstract

Over the past two decades, functional neuroimaging has not only grown into a large field of research, but also substantially evolved. Here we provide a quantitative assessment of these presumed in sample composition and data analysis, using fMRI studies on food/taste research published between 1998 and 2019 as an exemplary case in which the scientific objectives themselves have remained largely stable. A systematic search for papers written in English was done using multiple databases and identified 426 original articles that were subsequently analyzed. The median sample size significantly increased from 11.5 to 35.5 while the ratio of male to female subjects remained stable. There were, however, more papers involving female subjects only, rather than male subjects only, since 2003. There was a decline in uncorrected results and statistical correction by false-discovery rate. Reflecting a trend toward more conservative thresholding, the number of foci reported per paper did not change significantly and sample size (power) did not correlate with the number of reported foci. The median journal impact factor and the normalized number of citations (citations per year) of the papers, in turn, showed a significantly decreasing trend. Number of citations negatively correlated to sample size, publication year but positively correlated to journal impact factor, and was also influenced by statistical correction method. There was a decreasing trend in studies recruiting both left-handed and right-handed subjects. In summary, the present paper quantifies several large-scale trends that have often been anecdotally discussed and reveals the changing nature of neuroimaging studies that may be considered when pursuing meta-analytic approaches.

摘要

在过去的二十年中,功能神经影像学不仅发展成为一个大型研究领域,而且还发生了实质性的演变。在这里,我们使用 1998 年至 2019 年间发表的关于食物/味觉研究的 fMRI 研究作为一个范例,对样本组成和数据分析中的这些假定进行了定量评估,在该范例中,科学目标本身基本保持不变。使用多个数据库对用英语撰写的论文进行了系统搜索,共找到了 426 篇原始文章,并对其进行了分析。中位数样本量从 11.5 显著增加到 35.5,而男性与女性受试者的比例保持稳定。然而,自 2003 年以来,涉及仅女性而不是仅男性受试者的论文数量有所增加。未经校正的结果和通过错误发现率进行的统计校正有所减少。反映出向更保守的阈值处理的趋势,每篇论文报告的焦点数量没有明显变化,样本量(功率)与报告的焦点数量没有相关性。反过来,论文的期刊影响因子中位数和标准化引用数(每年的引用数)也显示出明显的下降趋势。引用次数与样本量、出版年份呈负相关,但与期刊影响因子呈正相关,并且还受到统计校正方法的影响。招募左撇子和右撇子受试者的研究呈下降趋势。总之,本文定量描述了一些经常被轶事讨论的大规模趋势,并揭示了神经影像学研究的变化性质,在进行荟萃分析方法时可以考虑这些性质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2063/7267904/91902b46d982/HBM-41-2460-g001.jpg

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