School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, New South Wales, Australia.
Evolution and Ecology Research Centre, University of New South Wales, Sydney, New South Wales, Australia.
Conserv Biol. 2024 Aug;38(4):e14268. doi: 10.1111/cobi.14268. Epub 2024 Apr 15.
Overgeneralization and a lack of baseline data for microorganisms in high-latitude environments have restricted the understanding of the microbial response to climate change, which is needed to establish Antarctic conservation frameworks. To bridge this gap, we examined over 17,000 sequence variants of bacteria and microeukarya across the hyperarid Vestfold Hills and Windmill Islands regions of eastern Antarctica. Using an extended gradient forest model, we quantified multispecies response to variations along 79 edaphic gradients to explore the effects of change and wind-driven dispersal on community dynamics under projected warming trends. We also analyzed a second set of soil community data from the Windmill Islands to test our predictions of major environmental tipping points. Soil moisture was the most robust predictor for shaping the regional soil microbiome; the highest rates of compositional turnover occurred at 10-12% soil moisture threshold for photoautotrophs, such as Cyanobacteria, Chlorophyta, and Ochrophyta. Dust profiles revealed a high dispersal propensity for Chlamydomonas, a microalga, and higher biomass was detected at trafficked research stations. This could signal the potential for algal blooms and increased nonendemic species dispersal as human activities increase in the region. Predicted increases in moisture availability on the Windmill Islands were accompanied by high photoautotroph abundances. Abundances of rare oligotrophic taxa, such as Eremiobacterota and Candidatus Dormibacterota, which play a crucial role in atmospheric chemosynthesis, declined over time. That photosynthetic taxa increased as soil moisture increased under a warming scenario suggests the potential for competition between primary production strategies and thus a more biotically driven ecosystem should the climate become milder. Better understanding of environmental triggers will aid conservation efforts, and it is crucial that long-term monitoring of our study sites be established for the protection of Antarctic desert ecosystems. Furthermore, the successful implementation of an improved gradient forest model presents an exciting opportunity to broaden its use on microbial systems globally.
过度概括和缺乏高纬度环境中微生物的基线数据限制了对微生物对气候变化响应的理解,而这对于建立南极保护框架是必要的。为了弥补这一空白,我们研究了来自南极洲东部极度干旱的维斯福尔德丘陵和风车群岛地区的超过 17000 个细菌和微真核生物的序列变体。我们使用扩展梯度森林模型,量化了多物种对 79 个土壤梯度变化的响应,以探索在预测的变暖趋势下,变化和风力驱动的扩散对群落动态的影响。我们还分析了来自风车群岛的第二组土壤群落数据,以检验我们对主要环境 tipping point 的预测。土壤湿度是塑造区域土壤微生物组的最有力预测因子;对于光自养生物(如蓝细菌、绿藻和黄藻)等,当土壤湿度达到 10-12%时,群落组成的变化率最高。灰尘剖面揭示了微藻 Chlamydomonas 具有很高的扩散倾向,在繁忙的研究站检测到更高的生物量。这可能表明随着该地区人类活动的增加,藻类大量繁殖和非本地物种扩散的潜力增加。预计风车群岛上的水分可用性增加将伴随着光自养生物的大量增加。在变暖情景下,作为大气化学合成关键作用的稀有贫营养分类群(如 Eremiobacterota 和 Candidatus Dormibacterota)的丰度随时间下降。在升温情景下,随着土壤湿度的增加,光合分类群的丰度增加,这表明如果气候变得更加温和,主要生产策略之间可能存在竞争,从而导致更具生物驱动的生态系统。更好地了解环境触发因素将有助于保护工作,并且建立对我们研究地点的长期监测对于保护南极荒漠生态系统至关重要。此外,成功实施改进的梯度森林模型为在全球范围内扩大其在微生物系统中的应用提供了一个令人兴奋的机会。