Investigating the Blood Microbiome in Parkinson's Disease, Schizophrenia, and Posttraumatic Stress Disorder

IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES
C. Rust, D. Tonge, L. L. van den Heuvel, L. Asmal, J. Carr, E. Pretorius, S. Seedat, S. M. J. Hemmings
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引用次数: 0

Abstract

Introduction

Recent studies have challenged the idea of sterile blood, suggesting the presence of a blood microbiome. The detection of microbial nucleic acids in blood is thought to reflect the status of distant microbial niches, including the gut. However, the origins and viability of these microbes remain debated. In this study, blood microbiome signatures in Parkinson's disease (PD), schizophrenia (SCZ), and posttraumatic stress disorder (PTSD) were evaluated by extracting RNA-sequencing (RNA-seq) reads that did not map to the human genome. Furthermore, we investigated the correlation between the gut and blood microbiome in PD, SCZ, and PTSD to gain insight into possible mechanisms behind disease etiology.

Methods

We used whole-blood samples from PD (cases: n = 14; controls: n = 19), SCZ (cases: n = 17; controls: n = 22), and PTSD (cases: n = 45; trauma-exposed [TE] controls: n = 34) cohorts. The RNA paired-end sequence reads that did not map to the human reference genome (hg38/GRCH38) were isolated using the sequence alignment/map tools (SAMtools). These unmapped reads were classified against known archaeal, bacterial, and viral microbial genomes using Kraken2 (v2.1.3; k2_standard_08gb_20240112.taz.gz database), and further taxa abundances were estimated using Bracken (v2.9). The differential abundance of blood microbial signatures between case-control groups for each cohort was assessed using DESeq2 (v1.38.3). Each cohort was analyzed separately.

Results

Statistically significant differences in the abundance of Pseudomonas aeruginosa and Acinetobacter wuhouensis in PD and Salmonella enterica, Staphylococcus aureus, Pseudomonas sp. CC6-YY-74, and Shinella sumterensis in SCZ were observed compared to cohort-specific controls. We observed no statistically significant differences in microbial signatures between PTSD cases and controls.

Conclusion

We found blood microbial signatures associated with PD and SCZ; however, no significant blood microbial signature was observed for PTSD. These results should be interpreted with caution as biases may have been introduced due to low concentrations of microbial signatures. Further research is required to understand the biological implications of these findings, in particular, taking into account the repurposed data source, and the potential for contamination (during phlebotomy, and background contamination from DNA extraction and reagents) known to impact the analysis of low-biomass samples.

Abstract Image

研究帕金森病、精神分裂症和创伤后应激障碍的血液微生物组
最近的研究对无菌血液的观点提出了挑战,认为血液中存在微生物群。血液中微生物核酸的检测被认为反映了远处微生物生态位的状态,包括肠道。然而,这些微生物的起源和生存能力仍然存在争议。在这项研究中,通过提取未映射到人类基因组的rna测序(RNA-seq)读数来评估帕金森病(PD)、精神分裂症(SCZ)和创伤后应激障碍(PTSD)的血液微生物组特征。此外,我们研究了PD、SCZ和PTSD患者肠道和血液微生物组之间的相关性,以深入了解疾病病因背后的可能机制。方法采用PD患者全血标本(例:n = 14;对照组:n = 19), SCZ(病例:n = 17;对照组:n = 22)和PTSD(病例:n = 45;创伤暴露[TE]对照:n = 34)组。使用序列比对/图谱工具(SAMtools)分离未映射到人类参考基因组(hg38/GRCH38)的RNA配对端序列reads。利用Kraken2 (v2.1.3;k2_standard_08gb_20240112.taz.gz数据库),并使用Bracken (v2.9)估计进一步的分类群丰度。使用DESeq2 (v1.38.3)评估每个队列病例对照组之间血液微生物特征的差异丰度。每个队列分别进行分析。结果PD患者中铜绿假单胞菌和乌侯不动杆菌的丰度与SCZ患者中肠沙门氏菌、金黄色葡萄球菌、CC6-YY-74假单胞菌和sumterensis的丰度相比,差异有统计学意义。我们观察到创伤后应激障碍病例和对照组之间的微生物特征没有统计学上的显著差异。结论发现PD和SCZ与血液微生物特征相关;然而,在PTSD患者中没有观察到明显的血液微生物特征。这些结果应谨慎解释,因为可能由于低浓度的微生物特征而引入了偏差。需要进一步的研究来了解这些发现的生物学意义,特别是考虑到改变用途的数据源,以及已知影响低生物量样品分析的潜在污染(在静脉切开术期间,以及DNA提取和试剂的背景污染)。
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来源期刊
Brain and Behavior
Brain and Behavior BEHAVIORAL SCIENCES-NEUROSCIENCES
CiteScore
5.30
自引率
0.00%
发文量
352
审稿时长
14 weeks
期刊介绍: Brain and Behavior is supported by other journals published by Wiley, including a number of society-owned journals. The journals listed below support Brain and Behavior and participate in the Manuscript Transfer Program by referring articles of suitable quality and offering authors the option to have their paper, with any peer review reports, automatically transferred to Brain and Behavior. * [Acta Psychiatrica Scandinavica](https://publons.com/journal/1366/acta-psychiatrica-scandinavica) * [Addiction Biology](https://publons.com/journal/1523/addiction-biology) * [Aggressive Behavior](https://publons.com/journal/3611/aggressive-behavior) * [Brain Pathology](https://publons.com/journal/1787/brain-pathology) * [Child: Care, Health and Development](https://publons.com/journal/6111/child-care-health-and-development) * [Criminal Behaviour and Mental Health](https://publons.com/journal/3839/criminal-behaviour-and-mental-health) * [Depression and Anxiety](https://publons.com/journal/1528/depression-and-anxiety) * Developmental Neurobiology * [Developmental Science](https://publons.com/journal/1069/developmental-science) * [European Journal of Neuroscience](https://publons.com/journal/1441/european-journal-of-neuroscience) * [Genes, Brain and Behavior](https://publons.com/journal/1635/genes-brain-and-behavior) * [GLIA](https://publons.com/journal/1287/glia) * [Hippocampus](https://publons.com/journal/1056/hippocampus) * [Human Brain Mapping](https://publons.com/journal/500/human-brain-mapping) * [Journal for the Theory of Social Behaviour](https://publons.com/journal/7330/journal-for-the-theory-of-social-behaviour) * [Journal of Comparative Neurology](https://publons.com/journal/1306/journal-of-comparative-neurology) * [Journal of Neuroimaging](https://publons.com/journal/6379/journal-of-neuroimaging) * [Journal of Neuroscience Research](https://publons.com/journal/2778/journal-of-neuroscience-research) * [Journal of Organizational Behavior](https://publons.com/journal/1123/journal-of-organizational-behavior) * [Journal of the Peripheral Nervous System](https://publons.com/journal/3929/journal-of-the-peripheral-nervous-system) * [Muscle & Nerve](https://publons.com/journal/4448/muscle-and-nerve) * [Neural Pathology and Applied Neurobiology](https://publons.com/journal/2401/neuropathology-and-applied-neurobiology)
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