Acclimatization

驯化
  • 文章类型: Journal Article
    背景:内渗反复被证明在物种适应极端环境中起重要作用,然而,渗入如何使具有特殊地下生活方式的啮齿动物适应高海拔尚不清楚。Myospalacinae是一组地下啮齿动物,其中高海拔高原zokors(Eospalaxbaleyi)和低海拔甘肃zokors(E.cansus)在青藏高原(QTP)的草地生态系统中共生分布。一起,它们为研究渗入在低海拔地下啮齿动物适应高海拔中的作用提供了模型。
    结果:应用低覆盖率全基因组重测序和群体遗传学分析,我们发现了从高原zokors到甘肃zokors的适应性渗入的证据,这可能有助于后者适应QTP的高海拔环境。我们确定了具有与能量代谢相关功能的阳性选择基因,心血管系统发育,钙离子运输,和对缺氧的反应可能对高原zokors和甘肃zokors高海拔人群适应高原环境做出了重要贡献。
    结论:高原杂种低氧适应相关基因的渗入可能在甘肃杂种对高原环境的适应中起作用。我们的研究为了解QTP上物种的适应性进化以及物种渗入在适应高海拔环境中的重要性提供了新的见解。
    BACKGROUND: Introgression has repeatedly been shown to play an important role in the adaptation of species to extreme environments, yet how introgression enables rodents with specialized subterranean lifestyle to acclimatize to high altitudes is still unclear. Myospalacinae is a group of subterranean rodents, among which the high-altitude plateau zokors (Eospalax baileyi) and the low-altitude Gansu zokors (E. cansus) are sympatrically distributed in the grassland ecosystems of the Qinghai-Tibet Plateau (QTP). Together, they provide a model for the study of the role of introgression in the adaptation of low-altitude subterranean rodents to high altitudes.
    RESULTS: Applying low-coverage whole-genome resequencing and population genetics analyses, we identified evidence of adaptive introgression from plateau zokors into Gansu zokors, which likely facilitated the adaptation of the latter to the high-altitude environment of the QTP. We identified positively selected genes with functions related to energy metabolism, cardiovascular system development, calcium ion transport, and response to hypoxia which likely made critical contributions to adaptation to the plateau environment in both plateau zokors and high-altitude populations of Gansu zokors.
    CONCLUSIONS: Introgression of genes associated with hypoxia adaptation from plateau zokors may have played a role in the adaptation of Gansu zokors to the plateau environment. Our study provides new insights into the understanding of adaptive evolution of species on the QTP and the importance of introgression in the adaptation of species to high-altitude environments.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    高海拔适应是指人体在进入高海拔的低氧环境后,逐渐适应这种环境的生理调整和适应过程。本研究分析了GEO数据库中的三个mRNA表达谱数据集,重点关注93名低海拔(≤1400米)健康居民。在这些个体快速上升到更高海拔(3000-5300m)后的第三天,收集外周血样本进行分析。该分析确定了382个基因中的显著差异表达,361个基因上调,21个基因下调。Further,基因本体论(GO)注释分析和京都基因和基因组百科全书(KEGG)途径富集分析表明,涉及血气运输,红细胞发育和分化,和血红素生物合成过程。网络分析突出了十个关键基因,即,SLC4A1,FECH,EPB42,SNCA,GATA1,KLF1,GYPB,ALAS2,DMTN,和GYPA。分析表明,其中两个关键基因,FECH和ALAS2在血红素生物合成过程中起关键作用,这对红细胞的发育和成熟至关重要。这些发现为高原适应的关键基因机制提供了新的见解,并确定了个性化适应策略的潜在生物标志物和靶标。
    High-altitude acclimatization refers to the physiological adjustments and adaptation processes by which the human body gradually adapts to the hypoxic conditions of high altitudes after entering such environments. This study analyzed three mRNA expression profile datasets from the GEO database, focusing on 93 healthy residents from low altitudes (≤1400 m). Peripheral blood samples were collected for analysis on the third day after these individuals rapidly ascended to higher altitudes (3000-5300 m). The analysis identified significant differential expression in 382 genes, with 361 genes upregulated and 21 downregulated. Further, gene ontology (GO) annotation analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis indicated that the top-ranked enriched pathways are upregulated, involving blood gas transport, erythrocyte development and differentiation, and heme biosynthetic process. Network analysis highlighted ten key genes, namely, SLC4A1, FECH, EPB42, SNCA, GATA1, KLF1, GYPB, ALAS2, DMTN, and GYPA. Analysis revealed that two of these key genes, FECH and ALAS2, play a critical role in the heme biosynthetic process, which is pivotal in the development and maturation of red blood cells. These findings provide new insights into the key gene mechanisms of high-altitude acclimatization and identify potential biomarkers and targets for personalized acclimatization strategies.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    Parnassius蝴蝶大大提高了我们对生物地理学的理解,昆虫-植物相互作用,以及其他生态学和进化生物学领域。然而,到目前为止,与帕纳西物种的高海拔适应相关的基因表达模式知之甚少。在这项研究中,我们获得了来自中国12个地方的48个成年帕纳西氏菌个体的高通量RNA-seq数据,覆盖10个物种,并根据比较转录组学分析破译了它们的种间和种内表达模式。尽管在不同海拔的物种和种群之间发现了不同的转录模式,与遗传信息处理相关的一系列途径(即,重组,修复,转录,RNA加工,和核糖体生物发生),能量代谢(即,氧化磷酸化,产热,和柠檬酸盐循环),细胞稳态通常被富集,反映了通过激活能量代谢来应对高海拔环境的类似策略,增强免疫防御,同时抑制细胞生长和发育。这些发现加深了我们对适应极端环境的分子机制的理解,并为高山昆虫的生物多样性保护提供了一些理论标准。
    Parnassius butterflies have significantly advanced our understanding of biogeography, insect-plant interactions, and other fields of ecology and evolutionary biology. However, to date, little is known about the gene expression patterns related to the high-altitude adaptation of Parnassius species. In this study, we obtained high-throughput RNA-seq data of 48 adult Parnassius individuals covering 10 species from 12 localities in China, and deciphered their interspecific and intraspecific expression patterns based on comparative transcriptomic analyses. Though divergent transcriptional patterns among species and populations at different altitudes were found, a series of pathways related to genetic information processing (i.e., recombination, repair, transcription, RNA processing, and ribosome biogenesis), energy metabolism (i.e., oxidative phosphorylation, thermogenesis, and the citrate cycle), and cellular homeostasis were commonly enriched, reflecting similar strategies to cope with the high-altitude environments by activating energy metabolism, enhancing immune defense, and concurrently inhibiting cell growth and development. These findings deepen our understanding about the molecular mechanisms of adaptative evolution to extreme environments, and provide us with some theoretical criteria for the biodiversity conservation of alpine insects.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    氮(N)对甜菜(BetavulgarisL.)至关重要,一种对N要求很高的糖作物。这项研究调查了形态学,亚细胞,和microRNA调节的响应甜菜根对低氮(LN)胁迫(0.5mmol/LN),以更好地了解N的感知,摄取,以及在这个物种中的利用。结果表明,LN导致根系干重下降,N积累,和N干物质生产效率,以及细胞壁和细胞膜的损伤和细胞器数量(特别是线粒体)的减少。同时,与对照组相比,LN暴露7d后,甜菜的根长(7.2%)和分支数(29.2%)增加,根表面积(6.14%)和根体积(6.23%)减少(5mmol/LN)。通过qRT-PCR对6种随机选择的microRNA进行了转录组学分析。在LN处理下,我们在甜菜根中鉴定了22种差异表达的microRNAs(DEM)。它们主要富含与结合相关的功能(1125),离子结合(641),细胞内(437)和细胞内部分(428),和细胞器(350),与淀粉和蔗糖代谢有关,酪氨酸代谢,嘧啶代谢,氨基糖和核苷酸糖代谢,和异喹啉生物碱的生物合成,如GO和KEGG分析所示。其中,上调的miR156a,具有保守的序列,被确定为潜在靶向和调节squamosa启动子结合样蛋白的关键DEM(SPLs,104889216和104897537)通过microRNA-mRNA网络。miR156a(MIR)的过表达促进了转基因拟南芥的根生长,增加长度,表面积,和音量。相比之下,沉默miR156a(STTM)具有相反的效果。值得注意的是,STTM品系的鲜根重量下降了45.6%,虽然它在MIR系列中增加了27.4%,与野生型(WT)相比。可以推断microRNA,特别是miR156,在甜菜根的发育和适应LN条件中起着至关重要的作用。它们可能通过网络调节促进对N缺乏的积极反应,使甜菜根能够从环境中吸收营养并维持其重要的生命过程。
    Nitrogen (N) is essential for sugar beet (Beta vulgaris L.), a highly N-demanding sugar crop. This study investigated the morphological, subcellular, and microRNA-regulated responses of sugar beet roots to low N (LN) stress (0.5 mmol/L N) to better understand the N perception, uptake, and utilization in this species. The results showed that LN led to decreased dry weight of roots, N accumulation, and N dry matter production efficiency, along with damage to cell walls and membranes and a reduction in organelle numbers (particularly mitochondria). Meanwhile, there was an increase in root length (7.2%) and branch numbers (29.2%) and a decrease in root surface area (6.14%) and root volume (6.23%) in sugar beet after 7 d of LN exposure compared to the control (5 mmol/L N). Transcriptomics analysis was confirmed by qRT-PCR for 6 randomly selected microRNAs, and we identified 22 differentially expressed microRNAs (DEMs) in beet root under LN treatment. They were primarily enriched in functions related to binding (1125), ion binding (641), intracellular (437) and intracellular parts (428), and organelles (350) and associated with starch and sucrose metabolism, tyrosine metabolism, pyrimidine metabolism, amino sugar and nucleotide sugar metabolism, and isoquinoline alkaloid biosynthesis, as indicated by the GO and KEGG analyses. Among them, the upregulated miR156a, with conserved sequences, was identified as a key DEM that potentially targets and regulates squamosa promoter-binding-like proteins (SPLs, 104889216 and 104897537) through the microRNA-mRNA network. Overexpression of miR156a (MIR) promoted root growth in transgenic Arabidopsis, increasing the length, surface area, and volume. In contrast, silencing miR156a (STTM) had the opposite effect. Notably, the fresh root weight decreased by 45.6% in STTM lines, while it increased by 27.4% in MIR lines, compared to the wild type (WT). It can be inferred that microRNAs, especially miR156, play crucial roles in sugar beet root\'s development and acclimation to LN conditions. They likely facilitate active responses to N deficiency through network regulation, enabling beet roots to take up nutrients from the environment and sustain their vital life processes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:人类肠道菌群与高原低氧习服之间的关系仍存在很大争议。这主要源于在这样的条件下微生物群的潜在时间变化以及可能有助于宿主适应的任何优势或核心细菌的存在的不确定性。
    结果:为了解决这些问题,并控制先前研究中常见的变量,这些变量会显著影响所获得的结果,即遗传背景,种族,生活方式,和饮食,我们对来自低地重庆的45名健康汉族成年人进行了为期108天的纵向研究,243Masl,到高海拔的高原拉萨,西藏,3658Masl,和回来。使用鸟枪宏基因组分析,我们研究了不同时间点肠道菌群组成的时间变化。结果显示肠道微生物群的种类和功能多样性显著减少,随着功能冗余的显著增加。这些变化主要是由BlautiaA的过度生长驱动的,一个属,在日喀则的低缺氧环境中具有长期持续时间的六个独立的汉族队列中也很丰富,西藏,在4700Masl。进一步的动物实验表明,饲喂BlautiaA的小鼠表现出增强的肠道健康和对持续低氧应激的更好的适应表型。
    结论:我们的研究强调了BlautiaA物种在肠道菌群对高海拔缺氧的快速反应中的重要性及其在维持肠道健康和帮助宿主适应极端环境中的潜在作用。可能通过抗炎和肠屏障保护。
    BACKGROUND: The relationship between human gut microbiota and high-altitude hypoxia acclimatization remains highly controversial. This stems primarily from uncertainties regarding both the potential temporal changes in the microbiota under such conditions and the existence of any dominant or core bacteria that may assist in host acclimatization.
    RESULTS: To address these issues, and to control for variables commonly present in previous studies which significantly impact the results obtained, namely genetic background, ethnicity, lifestyle, and diet, we conducted a 108-day longitudinal study on the same cohort comprising 45 healthy Han adults who traveled from lowland Chongqing, 243 masl, to high-altitude plateau Lhasa, Xizang, 3658 masl, and back. Using shotgun metagenomic profiling, we study temporal changes in gut microbiota composition at different timepoints. The results show a significant reduction in the species and functional diversity of the gut microbiota, along with a marked increase in functional redundancy. These changes are primarily driven by the overgrowth of Blautia A, a genus that is also abundant in six independent Han cohorts with long-term duration in lower hypoxia environment in Shigatse, Xizang, at 4700 masl. Further animal experiments indicate that Blautia A-fed mice exhibit enhanced intestinal health and a better acclimatization phenotype to sustained hypoxic stress.
    CONCLUSIONS: Our study underscores the importance of Blautia A species in the gut microbiota\'s rapid response to high-altitude hypoxia and its potential role in maintaining intestinal health and aiding host adaptation to extreme environments, likely via anti-inflammation and intestinal barrier protection.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    气候变化可能包括通过改变海洋动力学而引起的海上盐度浓度的变化。这些变化可能对海洋光合生物尤其具有挑战性。影响其生长和分布。衣藻属。无处不在,经常在极端盐度条件下发现。出于这个原因,它们被认为是研究盐度适应策略的良好模式物种。在目前的研究中,我们使用综合方法研究了衣藻。CCMP225对20和70盐度的反应,通过结合生理,形态学,和转录组学分析,并比较两种盐度条件下指数生长期和静止生长期的差异表达基因。结果表明,该菌株能够在所有测试的盐度条件下生长,并且即使在高盐度下也能保持惊人的高光合效率。然而,在最高盐度条件下,细胞失去了鞭毛.转录组学分析强调了特定基因类别的上调或下调,帮助识别响应盐度胁迫的关键基因。总的来说,这些发现可能对海洋生物学感兴趣,生态学,和生物技术社区,更好地了解在可能的全球变化情景下的物种适应机制以及参与生物活性分子合成的酶的潜在激活。
    Climate changes may include variations in salinity concentrations at sea by changing ocean dynamics. These variations may be especially challenging for marine photosynthetic organisms, affecting their growth and distribution. Chlamydomonas spp. are ubiquitous and are often found in extreme salinity conditions. For this reason, they are considered good model species to study salinity adaptation strategies. In the current study, we used an integrated approach to study the Chlamydomonas sp. CCMP225 response to salinities of 20‱ and 70‱, by combining physiological, morphological, and transcriptomic analyses, and comparing differentially expressed genes in the exponential and stationary growth phases under the two salinity conditions. The results showed that the strain is able to grow under all tested salinity conditions and maintains a surprisingly high photosynthetic efficiency even under high salinities. However, at the highest salinity condition, the cells lose their flagella. The transcriptomic analysis highlighted the up- or down-regulation of specific gene categories, helping to identify key genes responding to salinity stress. Overall, the findings may be of interest to the marine biology, ecology, and biotechnology communities, to better understand species adaptation mechanisms under possible global change scenarios and the potential activation of enzymes involved in the synthesis of bioactive molecules.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    菌群失调和适应环境是响应环境污染而改变的整体结合的两个截然不同的结果。这项研究评估了世界性海绵perlevis的微生物分类组成和功能特征的变化是否表明对水污染的生态失调或适应反应。要做到这一点,在半封闭环境中收集海绵和水样(圣安东尼奥湾,巴塔哥尼亚,阿根廷)来自不同污染的地点(即,富营养化,重金属污染)。我们发现,就这些地点的污染历史而言,perlevis的微生物组存在显着差异。几个指标表明,适应环境,而不是生态失调,解释了微生物组对较高污染的反应:1)海绵微生物组与水微生物组的区别;2)在污染最严重的部位海绵和水微生物组之间的相似性低;3)不同部位海绵之间微生物组组成的变化;4)部位内海绵个体之间微生物组的相似性高;5)在海绵中污染最严重的部位和最不严重的功能部位海绵之间常见微生物与机会微生物的比例相似);这个轮廓表明了更广阔的代谢库,包括污染物的降解和次级代谢产物的生物合成,表明这些微生物群落在适应有机污染中的相关作用。我们的结果揭示了H.perlevis微生物组的重排,这可以使其成功地在具有高度人为影响的地点定居,同时抵抗生态失调。
    Dysbiosis and acclimatization are two starkly opposing outcomes of altered holobiont associations in response to environmental pollution. This study assesses whether shifts in microbial taxonomic composition and functional profiles of the cosmopolitan sponge Hymeniacidon perlevis indicate dysbiotic or acclimatized responses to water pollution. To do so, sponge and water samples were collected in a semi-enclosed environment (San Antonio Bay, Patagonia, Argentina) from variably polluted sites (i.e., eutrophication, heavy metal contamination). We found significant differences in the microbiome of H. perlevis with respect to the pollution history of the sites. Several indicators suggested that acclimatization, rather than dysbiosis, explained the microbiome response to higher pollution: 1) the distinction of the sponge microbiome from the water microbiome; 2) low similarity between the sponge and water microbiomes at the most polluted site; 3) the change in microbiome composition between sponges from the different sites; 4) a high similarity in the microbiome among sponge individuals within sites; 5) a similar ratio of common sponge microbes to opportunistic microbes between sponges at the most and least polluted sites; and 6) a distinctive functional profile of the sponge microbiome at the most polluted site. This profile indicated a more expansive metabolic repertoire, including the degradation of pollutants and the biosynthesis of secondary metabolites, suggesting a relevant role of these microbial communities in the adaptation of the holobiont to organic pollution. Our results shed light on the rearrangement of the H. perlevis microbiome that could allow it to successfully colonize sites with high anthropogenic impact while resisting dysbiosis.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    在高度,气压下降等因素,低温,和适应可能会影响肺功能。在高海拔探险期间,通过重复肺活量测定法评估了39名受试者暴露和适应高海拔对肺功能的影响,直至6022m。根据急性高山病(AMS)的发生和登顶成功对受试者进行分类,以评估肺功能是否与成功的攀爬和发展AMS的风险有关。峰值呼气流量(PEF),用力肺活量(FVC)和1秒用力呼气量(FEV1)随海拔升高而增加(最大。+20.2%pred,+9.3%pred,和+6.7%pred,所有p<0.05)。只有PEF在适应环境下得到改善(BC1与BC2,+7.2%pred,p=0.044)。在海拔处,AMS组的FEV1(p=0.008)和PEF(p<0.001)较低。发生AMS的风险与较低的基线PEF(p<0.001)以及PEF(p=0.008)和FEV1(p<0.001)的纵向变化有关。肺功能与登顶成功(7126m)无关。适应后PEF的改善可能表明呼吸肌适应。
    At altitude, factors such as decreased barometric pressure, low temperatures, and acclimatization might affect lung function. The effects of exposure and acclimatization to high-altitude on lung function were assessed in 39 subjects by repetitive spirometry up to 6022 m during a high-altitude expedition. Subjects were classified depending on the occurrence of acute mountain sickness (AMS) and summit success to evaluate whether lung function relates to successful climb and risk of developing AMS. Peak expiratory flow (PEF), forced vital capacity (FVC) and forced expiratory volume in 1 second (FEV1) increased with progressive altitude (max. +20.2 %pred, +9.3 %pred, and +6.7 %pred, all p<0.05). Only PEF improved with acclimatization (BC1 vs. BC2, +7.2 %pred, p=0.044). At altitude FEV1 (p=0.008) and PEF (p<0.001) were lower in the AMS group. The risk of developing AMS was associated with lower baseline PEF (p<0.001) and longitudinal changes in PEF (p=0.008) and FEV1 (p<0.001). Lung function was not related to summit success (7126 m). Improvement in PEF after acclimatization might indicate respiratory muscle adaptation.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    寒性是一种描述低温下微生物生长的表型;阐明在寒冷中生存所必需的生物分子和基因组适应性对于理解地球和外层空间极端环境中的生命非常重要。我们使用比较基因组学和温度生长实验来鉴定与最佳生长温度(OGT)相关的基因组因子。对67个公共菌株和39个新测序菌株进行的系统发育分析揭示了柯氏科的三个主要进化枝。温度生长实验表明,进化枝的平均OGT存在显着差异,其中Colwelliaceae菌株在-1°C下具有相似的生长速率,但它们耐受17°C的能力不同。使用氨基酸组成指数,构建了多元线性回归模型来预测这些生物的OGT(RMSE5.2°C)。对Colwelliaceae功能基因的研究揭示了一个推定的冷适应性基因盒,该基因盒存在于嗜冷菌株中,但在OGT明显较高的密切相关菌株中却不存在。这项研究还提供了基因组证据,表明应将含有Colwelliahornerae的Colwelliaceae进化枝作为一个新属进行研究。这些贡献为Colwelliaceae家族中的嗜冷表型及其潜在的基因组基础提供了关键见解。
    Psychrophily is a phenotype describing microbial growth at low temperatures; elucidating the biomolecular and genomic adaptations necessary for survival in the cold is important for understanding life in extreme environments on Earth and in outer space. We used comparative genomics and temperature growth experiments of bacteria from the family Colwelliaceae to identify genomic factors correlated with optimal growth temperature (OGT). A phylogenomic analysis of 67 public and 39 newly sequenced strains revealed three main clades of Colwelliaceae. Temperature growth experiments revealed significant differences in mean OGT by clade, wherein strains of Colwelliaceae had similar growth rates at -1 °C but varied in their ability to tolerate 17 °C. Using amino acid compositional indices, a multiple linear regression model was constructed to predict the OGT of these organisms (RMSE 5.2 °C). Investigation of Colwelliaceae functional genes revealed a putative cold-adaptive gene cassette that was present in psychrophilic strains but absent in a closely related strain with a significantly higher OGT. This study also presents genomic evidence suggesting that the clade of Colwelliaceae containing Colwellia hornerae should be investigated as a new genus. These contributions offer key insights into the psychrophily phenotype and its underlying genomic foundation in the family Colwelliaceae.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    在难降解废水处理系统中的长期适应过程中,细菌组装和关键分类单元对于优化系统性能和改进管理策略至关重要。因此,这项研究采用了高通量测序,再加上机器学习模型和统计分析方法,全面阐明农药废水处理系统中细菌群落和组装过程的关键特征。为期9个月的监测显示,两个相互连接的生物处理单元(称为BA和PA)之间的细菌群落多样性和组成存在很大差异。两个单位的细菌群落动态相似。此外,水质在调节活性污泥的细菌群落结构中起着至关重要的作用,主要是由确定性模式驱动的。同质选择贡献了BA和PA样品的62.85%和64.43%的变异,分别。此外,网络分析显示,两组的细菌组成具有显着的模块化。线性回归分析确定了与代谢和降解功能相关的主要细菌模块。值得注意的是,PA样品中的模块2与核苷酸代谢相关的功能具有显著正相关,氨基酸,和外源性物质,以及苯甲酸盐降解。此外,随机森林模型确定的生态模块中的关键分类单元,如假单胞菌,鞘氨醇,和PHOS-HE28是具有代谢和降解功能的优势种群。特别是,鞘氨醇,似乎是一种潜在的多功能降解细菌,与氨基酸和异源生物代谢有关,以及脂肪酸,缬氨酸,亮氨酸,异亮氨酸,氟苯甲酸酯,和氨基苯甲酸酯降解。这些发现对于制定运行策略以在难降解废水处理过程中保持稳定的系统性能非常重要。
    Bacterial assembly and key taxa during long-term acclimatization in refractory wastewater treatment systems is of paramount importance for optimizing system performance and improving management strategies. Therefore, this study employed high-throughput sequencing, coupled with machine learning models and statistical analysis approaches, to comprehensively elucidate key features of bacterial communities and assembly processes in pesticide wastewater treatment systems. A nine-month monitoring showed substantial variation in diversity and composition of bacterial community between two interconnected biological treatment units (designated as BA and PA). Dynamics of bacterial communities in both units were similar. Moreover, water quality played crucial roles in regulating the bacterial community structure of activated sludge, which were primarily driven by deterministic patterns. Homogeneous selection contributed to 62.85 % and 64.43 % of the variations in BA and PA samples, respectively. Additionally, network analysis revealed significant modularity in bacterial compositions in both groups. Linear regression analysis identified major bacterial modules associated with metabolism and degradation functions. Notably, Module 2 in PA samples has significant positive correlations with functions related to metabolism of nucleotide, amino acid, and xenobiotics, as well as benzoate degradation. Furthermore, key taxa in ecological modules identified by Random Forest model, such as Pseudomonas, Sphingobium, and PHOS-HE28, were dominant populations with metabolism and degradation functions. Particularly, Sphingobium, appeared to be a potential multifunctional degrading bacterium, related to amino acid and xenobiotics metabolism, as well as fatty acid, valine, leucine, isoleucine, fluorobenzoate, and aminobenzoate degradation. These findings are important for developing operating strategies to maintain stable system performance during refractory wastewater treatment.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号