艾滋病毒感染者中微生物交叉摄食中断和l -苯丙氨酸消耗改变。

IF 6.8 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS
Hai Duc Nguyen, Woong-Ki Kim
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引用次数: 0

摘要

这项工作的目的是(1)确定微生物和代谢的变化,(2)揭示了HIV感染者苯丙氨酸生产-消耗平衡的变化。我们在多个数据库[MEDLINE, Web of Science(包括Cell Press, Oxford, HighWire, Science Direct, IOS Press,谷歌Nature, PNAS和Wiley),谷歌Scholar和Embase]中进行了广泛的搜索,并选择了两个病例对照16S数据集(GenBank ID: SRP039076和EBI ID: ERP003611)进行分析。我们评估了α和β多样性,对属水平的相对丰度进行了单变量测试,并使用随机森林识别了重要的微生物组特征。我们还利用MICOM模型模拟微生物组内的生长和代谢交换,重点关注代谢物交换分数(MES)来确定关键的代谢相互作用。我们发现l -苯丙氨酸在未感染hiv的个体中比感染hiv的个体具有更高的MES。与健康对照组相比,HIV感染者的l -苯丙氨酸消耗通量显著降低,这与慢性HIV期消耗物种数量减少有关。Prevotella, Roseburia和Catenibacterium被证明是最重要的微生物物种,与HIV患者l -苯丙氨酸产量的增加有关,而拟杆菌,Faecalibacterium和Blautia则有助于l -苯丙氨酸消耗的减少。我们还发现艾滋病毒感染者的微生物多样性和代谢交换都发生了重大变化。我们的发现揭示了为什么HIV-1患者苯丙氨酸水平升高。对l -苯丙氨酸等必需氨基酸的影响强调了艾滋病毒对肠道微生物群动力学的影响。针对这些相互作用的恢复提供了一个潜在的治疗途径来管理hiv相关的生态失调。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Disrupted microbial cross-feeding and altered L-phenylalanine consumption in people living with HIV.

This work aims to (1) identify microbial and metabolic alterations and (2) reveal a shift in phenylalanine production-consumption equilibrium in individuals with HIV. We conducted extensive searches in multiple databases [MEDLINE, Web of Science (including Cell Press, Oxford, HighWire, Science Direct, IOS Press, Springer Nature, PNAS, and Wiley), Google Scholar, and Embase] and selected two case-control 16S data sets (GenBank IDs: SRP039076 and EBI ID: ERP003611) for analysis. We assessed alpha and beta diversity, performed univariate tests on genus-level relative abundances, and identified significant microbiome features using random forest. We also utilized the MICOM model to simulate growth and metabolic exchanges within the microbiome, focusing on the Metabolite Exchange Score (MES) to determine key metabolic interactions. We found that L-phenylalanine had a higher MES in HIV-uninfected individuals compared with their infected counterparts. The flux of L-phenylalanine consumption was significantly lower in HIV-infected individuals compared with healthy controls, correlating with a decreased number of consuming species in the chronic HIV stage. Prevotella, Roseburia, and Catenibacterium were demonstrated as the most important microbial species involving an increase in L-phenylalanine production in HIV patients, whereas Bacteroides, Faecalibacterium, and Blautia contributed to a decrease in L-phenylalanine consumption. We also found significant alterations in both microbial diversity and metabolic exchanges in people living with HIV. Our findings shed light on why HIV-1 patients have elevated levels of phenylalanine. The impact on essential amino acids like L-phenylalanine underscores the effect of HIV on gut microbiome dynamics. Targeting the restoration of these interactions presents a potential therapeutic avenue for managing HIV-related dysbiosis.

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来源期刊
Briefings in bioinformatics
Briefings in bioinformatics 生物-生化研究方法
CiteScore
13.20
自引率
13.70%
发文量
549
审稿时长
6 months
期刊介绍: Briefings in Bioinformatics is an international journal serving as a platform for researchers and educators in the life sciences. It also appeals to mathematicians, statisticians, and computer scientists applying their expertise to biological challenges. The journal focuses on reviews tailored for users of databases and analytical tools in contemporary genetics, molecular and systems biology. It stands out by offering practical assistance and guidance to non-specialists in computerized methodologies. Covering a wide range from introductory concepts to specific protocols and analyses, the papers address bacterial, plant, fungal, animal, and human data. The journal's detailed subject areas include genetic studies of phenotypes and genotypes, mapping, DNA sequencing, expression profiling, gene expression studies, microarrays, alignment methods, protein profiles and HMMs, lipids, metabolic and signaling pathways, structure determination and function prediction, phylogenetic studies, and education and training.
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