Maicon Araujo, Fernando Rossi, Amanda Bendia, Flavia Callefo, Evelyn Sanchez, Alessandra Vasconcelos, Douglas Galante, Fabio Rodrigues
{"title":"来自巴西Monte Cristo洞穴的鸟枪宏基因组学揭示了铁和锰生物地球化学循环相关的微生物代谢潜力","authors":"Maicon Araujo, Fernando Rossi, Amanda Bendia, Flavia Callefo, Evelyn Sanchez, Alessandra Vasconcelos, Douglas Galante, Fabio Rodrigues","doi":"10.3897/aca.6.e108139","DOIUrl":null,"url":null,"abstract":"Caves are among the most singular and understudied environments on Earth. Due to the harsh conditions observed in many caves, including scarcity of nutrients and low levels of light, these ecosystems are considered extreme environments (Gabriel and Northup 2012). Therefore, it may be worth paying special attention to the microbial communities existing in these unique systems. Previously, it has been suggested that the high levels of Manganese (Mn) and Iron (Fe) at Lechuguilla and Spider Caves in the United States may influence their microbial community structure in different ways (Northup et al. 2003, Carmichael and Bräuer 2015). In this context, caves are promising environments for investigating microbial functional capabilities in relation to these elements and the ecological interactions that allow these microbes to thrive. Monte Cristo cave (MCC) - in Diamantina, Brazil - was chosen for this study. The cave is located in a region known for historic mining activity and occurrences of Mn and Fe-rich rocks (Costa et al. 2003). With that in mind, our main goal is to investigate if within the microbial community of MCC there is evidence of taxa and genes associated with Fe and Mn metabolism. The samples were collected in 2018 from walls and saprolite deposits within MCC. Community DNA from three samples, P1b, P3 and P7, were independently sequenced using Illumina shotgun sequencing, and the data were analysed using conventional metagenomic pipelines and in-house python scripts. Taxonomic classification was assessed using Kraken2; Fe related genes with FeGenie; and Mn related genes were predicted using BlastP against a collection of manually curated Mn-oxidizing proteins. Environmental Mn and Fe concentrations were measured using ICP-OES. Our results suggest the presence of a microbial community potentially able to change Fe and Mn redox states. In sites P1b and P7, genes associated to Fe and Mn oxidation were identified, Fig. 1. Taxonomic evidence for these metabolisms includes the presence of the taxa Comamonadaceae and Hyphomicrobiaceae, both families that were previously reported to harbour species able to oxidize Mn and Fe (Spring and Kämpfer 2015, Carmichael and Bräuer 2015). Our analysis also assigned contigs to the archaeal phyla Crenarchaeota, Euryarchaeota and Thaumarchaeota, whose presence has been associated with oligotrophic caves where archaea play a role in primary production (Ortiz et al. 2013) (Fig. 2). Moreover, the phylum Euryarchaeota harbours members that use Fe or Mn as electron acceptors during methane oxidation (Ettwig et al. 2016). Our results therefore contribute to understanding how microbial communities of MCC may be playing a role in the biogeochemical cycles of Fe and Mn under the conditions imposed by the subterranean environment, which might reflect similar processes in other caves yet to be explored by a metagenomics approach.","PeriodicalId":101714,"journal":{"name":"ARPHA Conference Abstracts","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Shotgun metagenomics from Monte Cristo cave (Brazil) reveals microbial metabolic potential related to iron and manganese biogeochemical cycles \",\"authors\":\"Maicon Araujo, Fernando Rossi, Amanda Bendia, Flavia Callefo, Evelyn Sanchez, Alessandra Vasconcelos, Douglas Galante, Fabio Rodrigues\",\"doi\":\"10.3897/aca.6.e108139\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Caves are among the most singular and understudied environments on Earth. Due to the harsh conditions observed in many caves, including scarcity of nutrients and low levels of light, these ecosystems are considered extreme environments (Gabriel and Northup 2012). Therefore, it may be worth paying special attention to the microbial communities existing in these unique systems. Previously, it has been suggested that the high levels of Manganese (Mn) and Iron (Fe) at Lechuguilla and Spider Caves in the United States may influence their microbial community structure in different ways (Northup et al. 2003, Carmichael and Bräuer 2015). In this context, caves are promising environments for investigating microbial functional capabilities in relation to these elements and the ecological interactions that allow these microbes to thrive. Monte Cristo cave (MCC) - in Diamantina, Brazil - was chosen for this study. The cave is located in a region known for historic mining activity and occurrences of Mn and Fe-rich rocks (Costa et al. 2003). With that in mind, our main goal is to investigate if within the microbial community of MCC there is evidence of taxa and genes associated with Fe and Mn metabolism. The samples were collected in 2018 from walls and saprolite deposits within MCC. Community DNA from three samples, P1b, P3 and P7, were independently sequenced using Illumina shotgun sequencing, and the data were analysed using conventional metagenomic pipelines and in-house python scripts. Taxonomic classification was assessed using Kraken2; Fe related genes with FeGenie; and Mn related genes were predicted using BlastP against a collection of manually curated Mn-oxidizing proteins. Environmental Mn and Fe concentrations were measured using ICP-OES. Our results suggest the presence of a microbial community potentially able to change Fe and Mn redox states. In sites P1b and P7, genes associated to Fe and Mn oxidation were identified, Fig. 1. Taxonomic evidence for these metabolisms includes the presence of the taxa Comamonadaceae and Hyphomicrobiaceae, both families that were previously reported to harbour species able to oxidize Mn and Fe (Spring and Kämpfer 2015, Carmichael and Bräuer 2015). Our analysis also assigned contigs to the archaeal phyla Crenarchaeota, Euryarchaeota and Thaumarchaeota, whose presence has been associated with oligotrophic caves where archaea play a role in primary production (Ortiz et al. 2013) (Fig. 2). Moreover, the phylum Euryarchaeota harbours members that use Fe or Mn as electron acceptors during methane oxidation (Ettwig et al. 2016). 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引用次数: 0
摘要
洞穴是地球上最奇特、研究最不足的环境之一。由于在许多洞穴中观察到的恶劣条件,包括营养物质的缺乏和低水平的光照,这些生态系统被认为是极端环境(Gabriel和Northup 2012)。因此,可能值得特别关注这些独特系统中存在的微生物群落。此前,有人提出,美国的Lechuguilla和Spider Caves中锰(Mn)和铁(Fe)的高水平可能以不同的方式影响其微生物群落结构(Northup et al. 2003, Carmichael and Bräuer 2015)。在这种情况下,洞穴是研究微生物与这些元素相关的功能能力和允许这些微生物茁壮成长的生态相互作用的有希望的环境。这项研究选择了巴西迪亚曼蒂纳的基督山洞穴(MCC)。该洞穴位于一个以历史悠久的采矿活动和富锰和富铁岩石的出现而闻名的地区(Costa et al. 2003)。考虑到这一点,我们的主要目标是调查MCC的微生物群落中是否存在与铁和锰代谢相关的分类群和基因的证据。这些样本于2018年从MCC内部的岩壁和腐岩沉积物中采集。使用Illumina霰弹枪测序技术对P1b、P3和P7三个样本的群落DNA进行独立测序,并使用传统的宏基因组管道和内部python脚本对数据进行分析。采用Kraken2进行分类;含FeGenie的铁相关基因;利用BlastP对人工筛选的锰氧化蛋白进行预测。采用ICP-OES法测定环境锰、铁浓度。我们的研究结果表明,微生物群落的存在可能会改变铁和锰的氧化还原状态。在P1b和P7位点,鉴定出与Fe和Mn氧化相关的基因,见图1。这些代谢的分类学证据包括Comamonadaceae和Hyphomicrobiaceae分类群的存在,这两个科以前都报道过能够氧化Mn和Fe的物种(Spring和Kämpfer 2015, Carmichael和Bräuer 2015)。我们的分析还为古细菌门Crenarchaeota, Euryarchaeota和Thaumarchaeota进行了配置,它们的存在与古细菌在初级生产中发挥作用的寡营养洞穴有关(Ortiz等人,2013)(图2)。此外,Euryarchaeota门的成员在甲烷氧化过程中使用Fe或Mn作为电子受体(Ettwig等人,2016)。因此,我们的研究结果有助于了解MCC微生物群落在地下环境条件下如何在铁和锰的生物地球化学循环中发挥作用,这可能反映了其他尚未通过宏基因组学方法探索的洞穴中的类似过程。
Shotgun metagenomics from Monte Cristo cave (Brazil) reveals microbial metabolic potential related to iron and manganese biogeochemical cycles
Caves are among the most singular and understudied environments on Earth. Due to the harsh conditions observed in many caves, including scarcity of nutrients and low levels of light, these ecosystems are considered extreme environments (Gabriel and Northup 2012). Therefore, it may be worth paying special attention to the microbial communities existing in these unique systems. Previously, it has been suggested that the high levels of Manganese (Mn) and Iron (Fe) at Lechuguilla and Spider Caves in the United States may influence their microbial community structure in different ways (Northup et al. 2003, Carmichael and Bräuer 2015). In this context, caves are promising environments for investigating microbial functional capabilities in relation to these elements and the ecological interactions that allow these microbes to thrive. Monte Cristo cave (MCC) - in Diamantina, Brazil - was chosen for this study. The cave is located in a region known for historic mining activity and occurrences of Mn and Fe-rich rocks (Costa et al. 2003). With that in mind, our main goal is to investigate if within the microbial community of MCC there is evidence of taxa and genes associated with Fe and Mn metabolism. The samples were collected in 2018 from walls and saprolite deposits within MCC. Community DNA from three samples, P1b, P3 and P7, were independently sequenced using Illumina shotgun sequencing, and the data were analysed using conventional metagenomic pipelines and in-house python scripts. Taxonomic classification was assessed using Kraken2; Fe related genes with FeGenie; and Mn related genes were predicted using BlastP against a collection of manually curated Mn-oxidizing proteins. Environmental Mn and Fe concentrations were measured using ICP-OES. Our results suggest the presence of a microbial community potentially able to change Fe and Mn redox states. In sites P1b and P7, genes associated to Fe and Mn oxidation were identified, Fig. 1. Taxonomic evidence for these metabolisms includes the presence of the taxa Comamonadaceae and Hyphomicrobiaceae, both families that were previously reported to harbour species able to oxidize Mn and Fe (Spring and Kämpfer 2015, Carmichael and Bräuer 2015). Our analysis also assigned contigs to the archaeal phyla Crenarchaeota, Euryarchaeota and Thaumarchaeota, whose presence has been associated with oligotrophic caves where archaea play a role in primary production (Ortiz et al. 2013) (Fig. 2). Moreover, the phylum Euryarchaeota harbours members that use Fe or Mn as electron acceptors during methane oxidation (Ettwig et al. 2016). Our results therefore contribute to understanding how microbial communities of MCC may be playing a role in the biogeochemical cycles of Fe and Mn under the conditions imposed by the subterranean environment, which might reflect similar processes in other caves yet to be explored by a metagenomics approach.