Institute on Aging, University of Florida, Gainesville, Florida.
Institute on Aging, University of Florida, Gainesville, Florida.
Transplant Cell Ther. 2021 Jun;27(6):498.e1-498.e8. doi: 10.1016/j.jtct.2021.02.017. Epub 2021 Feb 27.
Fatigue is one of the most prevalent and distressing complications among hematopoietic stem cell transplantation (HCT) survivors, negatively affecting physical, social, and emotional domains of quality of life. Chronic systemic inflammation has been linked to alterations in nervous system activity and initiation of distressing symptoms, such as fatigue. Damage to gut mucosa due to alteration in gut microbiota (GM) composition and microbial translocation has been shown to increase systemic proinflammatory cytokines. The aim of this study was to evaluate the relationship between fatigue and GM by measuring the differences in GM composition in HCT survivors with and without persistent fatigue. This cross-sectional study included 30 adults who underwent HCT for a hematologic disease and were at least 1 year post-HCT. Patients with chronic graft-versus-host disease were excluded. Fatigue severity was assessed by the Brief Fatigue Inventory (BFI). Based on the BFI score, patients were grouped into 2 categories: 0 to 3 (without fatigue) and ≥4 (with fatigue). The V1 to V3 region of the 16S rRNA gene from fecal specimens was sequenced using the Illumina MiSeq. Sequencing reads were processed, denoised, and replicated, chimeras were filtered, amplicon sequence variants (ASVs) were generated, and taxonomy was assigned using DADA2. Beta diversity analysis through principal coordinate analysis was generated using the Bray-Curtis dissimilarity matrix, and the difference was tested using linear model with generalized least squares in R. An alpha diversity analysis was performed using Chao1. Linear discriminant analysis effect size (LEfSe) was used to find markers that differ between the 2 groups. Based on the BFI results, patients were categorized into 2 cohorts: with fatigue (n = 14) and without fatigue (n = 16). The 2 cohorts were similar in terms of demographics, disease, and transplant characteristics. Based on the GM analysis, there was a significant difference in GM composition (beta diversity) between the 2 cohorts (P = .001). Alpha diversity (richness) was also significantly lower in survivors with fatigue (P =.002). LEfSe analysis identified 46 discriminative features (P < .05; linear discriminant analysis score >2) whose relative abundance varied significantly among individuals with fatigue and those without fatigue. Ten ASVs were associated with the patients with fatigue, and 36 ASVs were associated with those without fatigue. Several ASVs enriched in survivors with fatigue included organisms such as Klebsiella and Enterococcus, which have been implicated in inflammatory bowel diseases. The ASVs enriched in the cohort without fatigue were members of the Ruminococcaceae family (Oscillospira spp) and the Lachnospiraceae family (Fusicatenibacter and Coprococcus spp), which are known to have the ability to ferment complex plant carbohydrates. These findings show an association between GM composition and fatigue and suggest a microbial contribution to clinically significant fatigue post-HCT, which may guide the development of new approaches to treating fatigue based on manipulation of the GM.
疲劳是造血干细胞移植(HCT)幸存者中最常见和最令人痛苦的并发症之一,对生活质量的身体、社会和情感领域产生负面影响。慢性全身炎症与神经系统活动的改变和痛苦症状的发生有关,如疲劳。由于肠道微生物群(GM)组成和微生物易位的改变而导致的肠道黏膜损伤,已被证明会增加全身促炎细胞因子。本研究旨在通过测量 HCT 幸存者中存在和不存在持续性疲劳的 GM 组成差异,评估疲劳与 GM 之间的关系。这项横断面研究包括 30 名接受血液疾病 HCT 且 HCT 后至少 1 年的成年人。排除患有慢性移植物抗宿主病的患者。使用 Brief Fatigue Inventory(BFI)评估疲劳严重程度。根据 BFI 评分,患者分为 2 组:0 到 3(无疲劳)和≥4(有疲劳)。使用 Illumina MiSeq 对粪便标本的 16S rRNA 基因的 V1 到 V3 区进行测序。对测序reads 进行处理、去噪和复制,过滤嵌合体,生成扩增子序列变体(ASVs),并使用 DADA2 分配分类。使用 Bray-Curtis 不相似性矩阵生成通过主坐标分析的 Beta 多样性分析,并使用 R 中的广义最小二乘法测试差异。使用线性判别分析效应大小(LEfSe)分析来寻找两组之间存在差异的标志物。根据 BFI 结果,患者分为两组:有疲劳(n=14)和无疲劳(n=16)。两组在人口统计学、疾病和移植特征方面相似。根据 GM 分析,两组之间 GM 组成(Beta 多样性)存在显著差异(P=.001)。有疲劳的幸存者的 Alpha 多样性(丰富度)也显著降低(P=.002)。LEfSe 分析确定了 46 个具有显著差异的特征(P<0.05;线性判别分析得分>2),这些特征在有疲劳和无疲劳的个体之间的相对丰度存在显著差异。10 个 ASVs 与有疲劳的患者相关,36 个 ASVs 与无疲劳的患者相关。在有疲劳的幸存者中富集的一些 ASVs 包括克雷伯氏菌属和肠球菌属等生物体,这些生物体与炎症性肠病有关。在无疲劳组中富集的 ASVs 是瘤胃球菌科(Oscillospira spp)和毛螺菌科(Fusicatenibacter 和 Coprococcus spp)的成员,已知它们具有发酵复杂植物碳水化合物的能力。这些发现表明 GM 组成与疲劳之间存在关联,并表明 GM 对 HCT 后临床上显著的疲劳有贡献,这可能为基于 GM 操作的治疗疲劳的新方法提供指导。