Bárbara Moguel1,2,3, Liseth Pérez4, Luis D Alcaraz5, Jazmín Blaz5, Margarita Caballero6, Israel Muñoz-Velasco5, Arturo Becerra5, Juan P Laclette7, Beatriz Ortega-Guerrero6, Claudia S Romero-Oliva8, Luis Herrera-Estrella9,10, Socorro Lozano-García11. 1. Instituto de Geología, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico. 2. Laboratorio Internacional de Genoma Humano (LIIGH), Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico. 3. Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Centro de Bioingenieria, Av. Epigmenio González, No. 500, Fracc. San Pablo, 76130, Querétaro, Mexico. 4. Institut für Geosysteme und Bioindikation, Technische Universität Braunschweig, 38106, Braunschweig, Germany. 5. Facultad de Ciencias, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico. 6. Instituto de Geofísica, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico. 7. Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico. 8. Centro de Estudios Atitlán, Universidad del Valle de Guatemala, 7001, Atitlán-Sololá, Guatemala. 9. Laboratorio Nacional de Genómica para la Biodiversidad (LANGEBIO), Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV), Km 9.6 Libramiento Norte Carretera Irapuato-León, 36821, Irapuato, Guanajuato, Mexico. luis.herrera-estrella@ttu.edu. 10. Institute of Functional Genomics for Abiotic Stress, Texas Tech University, Lubbock, Texas, 79410, USA. luis.herrera-estrella@ttu.edu. 11. Instituto de Geología, Universidad Nacional Autónoma de México, 04510, Mexico City, Mexico. mslozano@unam.mx.
Abstract
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.
Metagenomic apan class="Chemical">nd traditional paleolimnpan>ological 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 invesn class="Chemical">tigate 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.
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