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Illumina 测序结合细菌培养分析中国昌乐海水中小细菌浮游生物的群落组成。

Analysis of Community Composition of Bacterioplankton in Changle Seawater in China by Illumina Sequencing Combined with Bacteria Culture.

机构信息

Department of Joint Surgery, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China.

Department of Orthopedics, 900th Hospital of Joint Logistics Support Force, Fuzhou, China.

出版信息

Orthop Surg. 2022 Jan;14(1):139-148. doi: 10.1111/os.13060. Epub 2021 Nov 24.

Abstract

OBJECTIVES

To characterize the abundance and relative composition of seawater bacterioplankton communities in Changle city using Illumina MiSeq sequencing and bacterial culture techniques.

METHODS

Seawater samples and physicochemical factors were collected from the coastal zone of Changle city on 8 September 2019. Nineteen filter membranes were obtained after using a suction filtration system. We randomly selected eight samples for total seawater bacteria (SWDNA group) sequencing and three samples for active seawater bacteria (SWRNA group) sequencing by Illumina MiSeq. The remaining eight samples were used for bacterial culture and identification. Alpha diversity including species coverage (Coverage), species diversity (Shannon-Wiener and Simpson index), richness estimators (Chao1), and abundance-based richness estimation (ACE) were calculated to assess biodiversity of seawater bacterioplankton. Beta diversity was used to evaluate the differences between samples. The species abundance differences were determined using the Wilcoxon rank-sum test. Statistical analyses were performed in R environment.

RESULTS

The Alpha diversity in the SWDNA group in each index was ACE 3206.99, Chao1 2615.12, Shannon 4.64, Simpson 0.05, and coverage 0.97; the corresponding index was ACE 1199.55, Chao1 934.75, Shannon 3.49, Simpson 0.09, and coverage 0.99. The sequencing results of seawater bacterial genes in the coastal waters of Changle city showed that the phyla of high-abundance bacteria of both the SWDNA and SWRNA groups included Cyanobacteria, Proteobacteria, and Bacteroidetes. The main classes included Oxyphotobacteria, Alphaproteobacteria, and Gammaproteobacteria. The main genera included Synechococcus CC9902, Chloroplast, and Cyanobium_PCC-6307. Beta diversity analysis showed a significant difference between the SWDNA and SWRNA groups (P < 0.05). The species abundance differences between SWDNA and SWRNA groups after Wilcoxon rank-sum test showed that, at the phylum level, Actinomycetes was more abundant in SWDNA group (9.17 vs 1.02%, P < 0.05); at the class level, Actinomycetes (δ- Proteus) was more abundant in SWDNA group (9.47% vs 1.01%, P < 0.05); and at the genus level, Chloroplast was more abundant in SWRNA group (13.07% vs 44.57%, P < 0.05). Nine species and 53 colonies were found by bacterial culture: 20 strains of Vibrio (37.74%), 22 strains of Enterobacter (41.51%), and 11 strains of non-fermentative bacteria (20.75%).

CONCLUSION

Illumi MiSeq sequencing of seawater bacteria revealed that the total bacterial community groups and the active bacterial community groups mainly comprised Cyanobacteria, Proteobacteria, and Bacteroides at the phylum level; Oxyphotobacteria, α-Proteobacteria, and γ-Proteobacteria at the class level; with Synechococcus_CC9902, Chloroplast, and Cyanobium_PCC-6307 comprising the predominant genera. Exploring the composition and differences of seawater bacteria assists understanding regarding the biodiversity and the infections related to seawater bacteria along the coast of the Changle, provides information that will aid in the diagnosis and treatment of such infections.

摘要

目的

利用 Illumina MiSeq 测序和细菌培养技术,描述昌乐市海水细菌浮游生物群落的丰度和相对组成。

方法

于 2019 年 9 月 8 日采集昌乐市沿海区海水样本和理化因子。使用抽吸过滤系统获得 19 个滤膜。我们随机选择 8 个样本进行总海水细菌(SWDNA 组)测序,3 个样本进行活性海水细菌(SWRNA 组)测序。剩余的 8 个样本用于细菌培养和鉴定。用Coverage、Shannon-Wiener 和 Simpson 指数、Chao1 丰富度估计值和基于丰度的丰富度估计值(ACE)计算 alpha 多样性,以评估海水细菌浮游生物的生物多样性。用 Beta 多样性来评估样本之间的差异。用 Wilcoxon 秩和检验来确定物种丰度的差异。统计分析在 R 环境中进行。

结果

SWDNA 组的 alpha 多样性各指标的 ACE 值为 3206.99、Chao1 值为 2615.12、Shannon 值为 4.64、Simpson 值为 0.05、Coverage 值为 0.97;相应的指数为 ACE 值 1199.55、Chao1 值 934.75、Shannon 值 3.49、Simpson 值 0.09、Coverage 值 0.99。昌乐市近岸海域海水细菌基因测序结果显示,SWDNA 和 SWRNA 两组高丰度细菌的门包括蓝细菌、变形菌和拟杆菌。主要纲包括光细菌、α-变形菌和γ-变形菌。主要属包括聚球藻 CC9902、叶绿体和蓝藻 PCC-6307。Beta 多样性分析显示 SWDNA 和 SWRNA 组之间有显著差异(P<0.05)。Wilcoxon 秩和检验后 SWDNA 和 SWRNA 组之间的物种丰度差异显示,在门水平上,放线菌在 SWDNA 组中更为丰富(9.17%比 1.02%,P<0.05);在纲水平上,放线菌(δ-变形菌)在 SWDNA 组中更为丰富(9.47%比 1.01%,P<0.05);在属水平上,叶绿体在 SWRNA 组中更为丰富(13.07%比 44.57%,P<0.05)。细菌培养共发现 9 个种和 53 个菌落:20 株弧菌(37.74%)、22 株肠杆菌(41.51%)和 11 株非发酵菌(20.75%)。

结论

海水细菌的 Illumi MiSeq 测序表明,总细菌群落组和活性细菌群落组主要由蓝细菌、变形菌和拟杆菌构成;光细菌、α-变形菌和γ-变形菌在纲水平上;以聚球藻 CC9902、叶绿体和蓝藻 PCC-6307为主要属。探索海水细菌的组成和差异有助于了解沿昌乐海岸的海水细菌的生物多样性和与海水细菌相关的感染,为这些感染的诊断和治疗提供信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ddf/8755877/0c5888af2c6a/OS-14-139-g004.jpg

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