Chen Hongju Daisy, Ma Zhanshan Sam
Computational Biology and Medical Ecology Lab, State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China.
College of Mathematics, Honghe University, Yunnan, China.
Front Microbiol. 2022 Jul 22;13:912240. doi: 10.3389/fmicb.2022.912240. eCollection 2022.
The human digestive tract (DT) is differentiated into diverse niches and harbors the greatest microbiome diversity of our bodies. Segata et al. (2012) found that the microbiome of diverse habitats along the DT may be classified as four categories or niches with different microbial compositions and metabolic potentials. Nonetheless, few studies have offered theoretical interpretations of the observed patterns, not to mention quantitative mechanistic parameters. Such parameters should capture the essence of the fundamental processes that shape the microbiome distribution, beyond simple ecological metrics such as diversity or composition descriptors, which only capture the manifestations of the mechanisms. Here, we aim to get educated guesses for such parameters by adopting an integrated approach with multisite neutral (MSN) and niche-neutral hybrid (NNH) modeling, reanalyzing Segata's 16s-rRNA samples covering 10 DT-sites from over 200 healthy individuals. We evaluate the relative importance of the four essential processes (drift, dispersal, speciation, and selection) in shaping the microbiome distribution and dynamics along DT, which are assumed to form a niche-neutral continuum. Furthermore, the continuum seems to be hierarchical: the selection or niche differentiations seem to play a predominant role (> 90% based on NNH) at the global (the DT metacommunity) level, but the neutral drifts seem to be prevalent (> 90% based on MSN/NNH) at the local sites except for the gut site. An additional finding is that the DT appears to have a fifth niche for the DT microbiome, namely, Keratinized gingival (KG), while in Segata's original study, only four niches were identified. Specifically, in Segata's study, KG was classified into the same niche type including buccal mucosa (BM), hard palate (HP), and KG. However, it should be emphasized that the proposal of the fifth niche of KG requires additional verification in the future studies.
人类消化道(DT)分化为不同的生态位,拥有人体中最丰富的微生物群落多样性。塞加塔等人(2012年)发现,沿着消化道不同栖息地的微生物群落可分为四类或生态位,具有不同的微生物组成和代谢潜力。然而,很少有研究对观察到的模式提供理论解释,更不用说定量的机制参数了。这些参数应抓住塑造微生物群落分布的基本过程的本质,而不仅仅是像多样性或组成描述符这样的简单生态指标,后者只捕捉机制的表现。在这里,我们旨在通过采用多站点中性(MSN)和生态位-中性混合(NNH)建模的综合方法,对这些参数进行初步猜测,重新分析塞加塔的16s-rRNA样本,这些样本涵盖了200多名健康个体的10个消化道部位。我们评估了四个基本过程(漂移、扩散、物种形成和选择)在塑造消化道微生物群落分布和动态中的相对重要性,这些过程被认为形成了一个生态位-中性连续体。此外,这个连续体似乎是分层的:选择或生态位分化似乎在全球(消化道集合群落)水平上起主导作用(基于NNH超过90%),但除肠道部位外,中性漂移似乎在局部位点普遍存在(基于MSN/NNH超过90%)。另一个发现是,消化道似乎对消化道微生物群落有第五个生态位,即角化牙龈(KG),而在塞加塔的原始研究中,只确定了四个生态位。具体来说,在塞加塔的研究中,KG被归类为与颊黏膜(BM)、硬腭(HP)相同的生态位类型。然而,应该强调的是,KG第五个生态位的提议需要在未来的研究中进行额外验证。