Centre for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, the Netherlands.
FrieslandCampina, Stationsplein 4, 3818 LE Amersfoort, the Netherlands.
Benef Microbes. 2020 May 11;11(3):283-302. doi: 10.3920/BM2019.0105. Epub 2020 Apr 17.
Galacto-oligosaccharides (GOS) are linked to various health benefits, such as the relief of symptoms of constipation. Part of the beneficial effects of GOS are thought to be the consequence of their bifidogenic effect, stimulating the growth of several species . However, GOS may exert additional effects by directly stimulating other bacterial species or by effects that bifidobacteria may have on other commensals in the gut. To get a better insight into the potential health effects induced by GOS, a good understanding of the gut ecosystem, the role of GOS and bifidobacteria is important. An increasing number of 16S DNA profiling and metagenomics studies have led to an expanding inventory of genera, species and strains that can be found in the human gut. To investigate the potential connection of these commensals with GOS and bifidobacteria, we have undertaken a text-mining study to chart the literature landscape around these commensals. To this end, we created controlled vocabularies describing GOS, a large set of gut commensals and a number of terms related to gut health, which were used to mine the entire MEDLINE database. Co-occurrence text-mining revealed that a large number of commensals found in the gut have a connection with species and with gut health effects. Word frequency analysis provided more insight into the functional nature of these relationships. Combined co-occurrence search results pointed to putative novel health benefits indirectly linked to bifidobacteria and GOS. The potential beneficial effects of GOS on the protection of epithelial function and epithelial barrier impairment and appendicitis are interesting novel leads. The text-mining approach reported here revealed a number of novel leads through which GOS could exert health effects and that could be investigated in dedicated studies.
半乳糖寡糖(GOS)与各种健康益处相关,例如缓解便秘症状。GOS 的部分有益作用被认为是其双歧杆菌效应的结果,刺激了几种 的生长。然而,GOS 可能通过直接刺激其他细菌种类或双歧杆菌对肠道中其他共生菌的影响来发挥额外的作用。为了更好地了解 GOS 诱导的潜在健康影响,了解肠道生态系统、GOS 和双歧杆菌的作用非常重要。越来越多的 16S DNA 图谱分析和宏基因组学研究导致了人类肠道中可发现的属、种和菌株的不断增加。为了研究这些共生菌与 GOS 和双歧杆菌的潜在联系,我们进行了一项文本挖掘研究,以绘制围绕这些共生菌的文献图谱。为此,我们创建了描述 GOS、一组大型肠道共生菌和一些与肠道健康相关的术语的受控词汇表,用于挖掘整个 MEDLINE 数据库。共现文本挖掘揭示了肠道中发现的大量共生菌与 物种和肠道健康效应之间存在联系。词频分析提供了对这些关系功能性质的更深入了解。共现搜索结果的组合指向了与双歧杆菌和 GOS 间接相关的潜在新的健康益处。GOS 对保护上皮功能和上皮屏障损伤以及阑尾炎的潜在有益作用是有趣的新线索。这里报告的文本挖掘方法通过 GOS 可以发挥健康作用的一些新线索,并可以在专门的研究中进行调查。