Instituto de Geología, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico.
Laboratorio Internacional de Genoma Humano (LIIGH), Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico.
Sci Rep. 2021 Jul 5;11(1):13848. doi: 10.1038/s41598-021-92981-8.
Metagenomic and traditional paleolimnological approaches are suitable to infer past biological and environmental changes, however, they are often applied independently, especially in tropical regions. We combined both approaches to investigate Holocene Prokaryote and Eukaryote diversity and microbial metabolic pathways in ancient Lake Chalco, Mexico. Here, we report on diversity among a large number of lineages (36,722 OTUs) and functional diversity (27,636,243 non-clustered predicted proteins, and 6,144 annotated protein-family genes). The most abundant domain is Bacteria (81%), followed by Archaea (15%) and Eukarya (3%). We also determined the diversity of protein families and their relationship to metabolic pathways. The early Holocene (> 11,000 cal years BP) lake was characterized by cool, freshwater conditions, which later became warmer and hyposaline (11,000-6,000 cal years BP). We found high abundances of cyanobacteria, and fungi groups associated with mature forests in these sediments. Bacteria and Archaea include mainly anaerobes and extremophiles that are involved in the sulfur, nitrogen, and carbon cycles. We found evidence for early human impacts, including landscape modifications and lake eutrophication, which began ~ 6,000 cal years BP. Subsaline, temperate conditions were inferred for the past 5,000 years. Finally, we found nitrogen-fixing bacteria and protein-family genes that are linked to contaminated environments, as well as several fungal pathogens of crops in near-surface sediments.
宏基因组学和传统古湖沼学方法适合推断过去的生物和环境变化,但它们通常是独立应用的,尤其是在热带地区。我们结合了这两种方法来研究墨西哥查尔科古湖全新世原核生物和真核生物的多样性和微生物代谢途径。在这里,我们报告了大量谱系(36722 个 OTUs)和功能多样性(27636243 个非聚类预测蛋白和 6144 个注释蛋白家族基因)之间的多样性。最丰富的域是细菌(81%),其次是古菌(15%)和真核生物(3%)。我们还确定了蛋白家族的多样性及其与代谢途径的关系。全新世早期(>11000 年 cal 年前)的湖泊以凉爽的淡水条件为特征,后来变得温暖且低盐(11000-6000 年 cal 年前)。我们在这些沉积物中发现了大量与成熟森林相关的蓝藻和真菌类群。细菌和古菌主要包括参与硫、氮和碳循环的厌氧菌和极端微生物。我们发现了早期人类活动的证据,包括景观改造和湖泊富营养化,这些活动始于约 6000 年 cal 年前。过去 5000 年来,推断出的是低盐、温和的条件。最后,我们在近地表沉积物中发现了固氮细菌和与污染环境有关的蛋白家族基因,以及几种农作物的真菌病原体。