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前瞻性、纵向分析局部进展期直肠癌患者的肠道微生物组,可预测新辅助同步放化疗的反应。

Prospective, longitudinal analysis of the gut microbiome in patients with locally advanced rectal cancer predicts response to neoadjuvant concurrent chemoradiotherapy.

机构信息

Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.

The Comprehensive Cancer Centre of Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China.

出版信息

J Transl Med. 2023 Mar 26;21(1):221. doi: 10.1186/s12967-023-04054-1.

Abstract

BACKGROUND

Neoadjuvant concurrent chemoradiotherapy (nCCRT) is a standard treatment for locally advanced rectal cancer (LARC). The gut microbiome may be reshaped by radiotherapy through its effects on microbial composition, mucosal immunity, and the systemic immune system. We sought to clarify dynamic, longitudinal changes in the gut microbiome and blood immunomodulators throughout nCCRT and to explore the relationship of such changes with outcomes after nCCRT.

METHODS

A total of 39 patients with LARC were recruited for this study. Fecal samples and peripheral blood samples were collected from all 39 patients before nCCRT, during nCCRT (at week 3), and after nCCRT (at week 5). The gut microbiota and the microbial community structure were analyzed by 16S rRNA sequencing of the V3-V4 region. Levels of blood immunomodulatory proteins were measured with a Millipore HCKPMAG-11 K kit and Luminex 200 platform (Luminex, USA).

RESULTS

Cross-sectional and longitudinal analyses revealed that the gut microbiome profile and enterotype exhibited characteristic variations that could distinguish patients with good response (AJCC TRG classification 0-1) vs poor response (TRG 2-3) to nCCRT. Sparse partial least squares regression and canonical correspondence analyses showed multivariate associations between specific microbial taxa, host immunomodulatory proteins, immune cells, and outcomes after nCCRT. An integrated model consisting of baseline Clostridium sensu stricto 1 levels, fold changes in Intestinimonas, blood levels of the herpesvirus entry mediator (HVEM/CD270), and lymphocyte counts could predict good vs poor outcome after nCCRT [area under the receiver-operating characteristics curve (AUC)= 0.821; area under the precision-recall curve [AUPR] = 0.911].

CONCLUSIONS

Our results showed that longitudinal variations in specific gut taxa, associated host immune cells, and immunomodulatory proteins before and during nCCRT could be useful for early predictions of the efficacy of nCCRT, which could guide the choice of individualized treatment for patients with LARC.

摘要

背景

新辅助同步放化疗(nCCRT)是局部晚期直肠癌(LARC)的标准治疗方法。放疗可能通过影响微生物组成、黏膜免疫和全身免疫系统来重塑肠道微生物组。我们旨在阐明 nCCRT 期间和之后肠道微生物组和血液免疫调节剂的动态、纵向变化,并探索这些变化与 nCCRT 后结局的关系。

方法

本研究共纳入 39 例 LARC 患者。所有 39 例患者在 nCCRT 前、nCCRT 期间(第 3 周)和 nCCRT 后(第 5 周)采集粪便样本和外周血样本。通过 16S rRNA 测序 V3-V4 区分析肠道微生物组和微生物群落结构。使用 Millipore HCKPMAG-11 K 试剂盒和 Luminex 200 平台(Luminex,美国)测量血液免疫调节蛋白水平。

结果

横断面和纵向分析显示,肠道微生物组谱和肠型表现出特征性变化,可区分 nCCRT 反应良好(AJCC TRG 分类 0-1)和反应不佳(TRG 2-3)的患者。稀疏偏最小二乘回归和典型对应分析显示,特定微生物类群、宿主免疫调节蛋白、免疫细胞与 nCCRT 后结局之间存在多变量关联。由基线严格梭菌 1 水平、Intestinimonas 变化倍数、血液疱疹病毒进入介质(HVEM/CD270)水平和淋巴细胞计数组成的综合模型可预测 nCCRT 后良好与不良结局[受试者工作特征曲线下面积(AUC)=0.821;精确召回曲线下面积[AUPR]=0.911]。

结论

我们的结果表明,nCCRT 前和期间特定肠道分类群、相关宿主免疫细胞和免疫调节蛋白的纵向变化可用于预测 nCCRT 的疗效,从而为 LARC 患者的个体化治疗选择提供指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9082/10041716/971e6ac88ac4/12967_2023_4054_Fig1_HTML.jpg

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