[Differential analysis of intestinal flora in patients with hepatic blastomycosis based on second-generation sequencing].

Q3 Medicine
X Y Ma, X R A, J D Ma, J W Zhou, P Cheng, Y Tang
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Macrogenomic sequencing was performed on these two groups of samples using the Illumina Novaseq 6000 sequencing platform, using fastp (v0.20.1) to remove junctions, and bbmap (v38.93-0) to remove the hosted sequences, followed by sequence splicing using MEGAHIT (v1.2.9), and then using prodigal (v2.6.3) to The spliced scaffold was subjected to ORF prediction and translated into amino acid sequences, followed by the construction of a non-redundant gene set using MMSeqs2 (v13.45111), and finally compared with the non-redundant gene set using salmon (v1.8.0). Species were annotated by the non-redundant database, species abundance was calculated in each sample, and the two sets were tested using Wilcoxon rank sum test. Finally, the differences in intestinal flora between the two groups were statistically analyzed using linear discriminant analysis, and the correlation between the differential intestinal flora and clinical indicators was analyzed using redundancy analysis (RDA). 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引用次数: 0

Abstract

Exploring the variability of the intestinal flora of patients with hepatic blastocysticercosis and searching for members of the intestinal microflora that may play a role in the disease process by means of macro-genome sequencing technology. A case-control study was used to include fecal samples from patients with hepatic vesicular schistosomiasis admitted to Qinghai Provincial People's Hospital between October 2023 and January 2024 and individuals attending health checkups. The experimental group (AE group) consisted of 10 patients with liver vesicular schistosomiasis and the control group (NC group) consisted of 9 individuals attending health checkups. Macrogenomic sequencing was performed on these two groups of samples using the Illumina Novaseq 6000 sequencing platform, using fastp (v0.20.1) to remove junctions, and bbmap (v38.93-0) to remove the hosted sequences, followed by sequence splicing using MEGAHIT (v1.2.9), and then using prodigal (v2.6.3) to The spliced scaffold was subjected to ORF prediction and translated into amino acid sequences, followed by the construction of a non-redundant gene set using MMSeqs2 (v13.45111), and finally compared with the non-redundant gene set using salmon (v1.8.0). Species were annotated by the non-redundant database, species abundance was calculated in each sample, and the two sets were tested using Wilcoxon rank sum test. Finally, the differences in intestinal flora between the two groups were statistically analyzed using linear discriminant analysis, and the correlation between the differential intestinal flora and clinical indicators was analyzed using redundancy analysis (RDA). The results showed that the effective data volume of each sample was distributed from 10.41 to 12.46 G. The number of ORFs in the de-redundantly constructed gene catalogue (non-redundant gene set) was 4 951 408, and the annotation rate of the non-redundant genes was 97.97% when compared with the NR database. The ages of the study subjects in the two groups were (44.78±4.58) years in the NC group and (42.90±10.44) years in the AE group, and the difference was not statistically significant (t=0.530, P=0.476). The two groups were matched for body mass index (BMI) (t=2.368, P=0.142), gender (χ2=0.200, P=0.655), and dietary habits. There was no statistically significant difference in alpha diversity in the AE group (ACE index, t=0.942; chao1 index, t=0.947; shannon index, t=0.813, the simpson's index, t=0.613, P>0.05), while beta diversity analysis showed significant differences in the overall structure of the two communities (Stress=0.054 5). A total of 120 species were annotated at the phylum level, of which two differed. While 1 736 species were annotated at the genus level, 69 were different, and 309 were different at the species level. The AE group ranked the top 6 in terms of abundance of Anaplasma, Escherichiaceae, Clostridium, Alternaria, Ruminalia, and Treponema spp. at the genus level; whereas, Segatella, Prevotella, E. faecalis, Rossella, and beneficial rod-shaped bacteria were more abundant in the NC group. There were differences in the abundance and diversity of intestinal flora between the two groups, and the structure of community composition was significantly different. Statistical results by linear discriminant analysis (LDA) showed that LDA scores >2 in the NC group included beneficial bacillus spp. and E. faecalis spp. in young infants, etc. LDA scores >2 in the AE group at the mid-species level included Clostridium polterococcus, unknown microorganisms in the genus Clostridium intestinalis, Hathaway's Henkett's bacillus, and Clostridium oryzae in the genus Clostridium refractory to culture and small Clostridium spp. in the AE group. Clostridium intestinalis. The RDA results showed a negative correlation between beneficial rod genera and liver function indices, and a positive correlation between Clostridium intestinalis genera and liver function indices. In conclusion, patients with hepatic blastomycosis have altered intestinal flora abundance and diversity, with significant structural changes in community composition and differences in several genera, including Mycobacterium anisopliae and Clostridium intestinalis, and imbalances in the intestinal flora may affect hepatic function by influencing intestinal metabolites and may have an impact on the development of hepatic blastomycosis, a finding that warrants further in-depth study.

[基于二代测序的肝芽孢菌病患者肠道菌群差异分析]。
利用宏基因组测序技术探索肝囊虫病患者肠道菌群的变异性,寻找可能在疾病过程中发挥作用的肠道菌群成员。采用病例对照研究,收集2023年10月至2024年1月在青海省人民医院住院的肝囊性血吸虫病患者和参加健康检查的个体的粪便样本。试验组(AE组)为10例肝囊性血吸虫病患者,对照组(NC组)为9例接受健康检查的患者。使用Illumina Novaseq 6000测序平台对两组样品进行宏基因组测序,使用fastp (v0.20.1)去除连接,bbmap (v38.93-0)去除宿主序列,然后使用MEGAHIT (v1.2.9)进行序列剪接,然后使用prodigal (v2.6.3)对剪接的支架进行ORF预测并翻译成氨基酸序列,随后使用MMSeqs2 (v13.45111)构建非冗余基因集。最后用鲑鱼(v1.8.0)与非冗余基因集进行比较。采用非冗余数据库对物种进行标注,计算每个样本的物种丰度,采用Wilcoxon秩和检验对两组样本进行检验。最后,采用线性判别分析对两组患者肠道菌群差异进行统计学分析,并采用冗余分析(RDA)对差异肠道菌群与临床指标的相关性进行分析。结果表明,每个样本的有效数据量分布在10.41 ~ 12.46 g之间,去冗余构建的基因目录(非冗余基因集)的orf数为4 951 408个,与NR数据库相比,非冗余基因的注释率为97.97%。两组研究对象的年龄NC组为(44.78±4.58)岁,AE组为(42.90±10.44)岁,差异无统计学意义(t=0.530, P=0.476)。两组在体重指数(BMI) (t=2.368, P=0.142)、性别(χ2=0.200, P=0.655)、饮食习惯等方面进行匹配。AE组α多样性差异无统计学意义(ACE指数,t=0.942;Chao1指数,t=0.947;shannon指数,t=0.813, simpson指数,t=0.613, P < 0.05),而beta多样性分析显示,两个群落的整体结构差异显著(应力=0.054 5),在门水平上总共注释了120种,其中2种不同。属级注释1 736种,不同注释69种,种级注释309种。AE组在属水平上无原体、大肠杆菌科、梭状芽孢杆菌科、Alternaria、Ruminalia和密螺旋体属的丰度排名前6;而NC组中Segatella、Prevotella、E. faecalis、Rossella和有益杆状菌数量较多。两组间肠道菌群的丰度和多样性存在差异,群落组成结构也存在显著差异。线性判别分析(LDA)统计结果显示,NC组的LDA评分为>2,包括幼龄婴儿的有益芽孢杆菌和粪肠杆菌等。AE组中种水平LDA评分>2的有polterococcus、Clostridium botestinalis属未知微生物、Hathaway’s Henkett’s bacillus、Clostridium oryzae属难培养梭状芽孢杆菌和AE组小梭状芽孢杆菌。intestinalis梭状芽胞杆菌。RDA结果显示,有益杆状菌属与肝功能指标呈负相关,肠道梭菌属与肝功能指标呈正相关。综上所述,肝芽菌病患者肠道菌群丰度和多样性发生改变,菌群组成结构发生显著变化,包括绿僵杆菌、肠芽梭菌等多个属存在差异,肠道菌群失衡可能通过影响肠道代谢物影响肝功能,并可能对肝芽菌病的发展产生影响,值得进一步深入研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
中华预防医学杂志
中华预防医学杂志 Medicine-Medicine (all)
CiteScore
1.20
自引率
0.00%
发文量
12678
期刊介绍: Chinese Journal of Preventive Medicine (CJPM), the successor to Chinese Health Journal , was initiated on October 1, 1953. In 1960, it was amalgamated with the Chinese Medical Journal and the Journal of Medical History and Health Care , and thereafter, was renamed as People’s Care . On November 25, 1978, the publication was denominated as Chinese Journal of Preventive Medicine . The contents of CJPM deal with a wide range of disciplines and technologies including epidemiology, environmental health, nutrition and food hygiene, occupational health, hygiene for children and adolescents, radiological health, toxicology, biostatistics, social medicine, pathogenic and epidemiological research in malignant tumor, surveillance and immunization.
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