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

被引:5
|
作者
Sun, Yi [1 ,2 ]
Zhang, Xiang [1 ]
Jin, Chuandi [3 ,4 ,5 ]
Yue, Kaile [3 ,4 ,5 ]
Sheng, Dashuang [3 ,4 ,5 ]
Zhang, Tao [3 ]
Dou, Xue [1 ]
Liu, Jing [1 ]
Jing, Hongbiao [6 ]
Zhang, Lei [3 ,4 ,5 ,7 ]
Yue, Jinbo [1 ]
机构
[1] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Radiat Oncol, Jinan, Peoples R China
[2] Nanjing Univ Med Sch, Comprehens Canc Ctr, Affiliated Hosp, Nanjing Drum Tower Hosp, Nanjing, Peoples R China
[3] Shandong Univ, Cheeloo Coll Med, Sch Publ Hlth, Dept Biostat, Jinan, Peoples R China
[4] Shandong Univ, Microbiome X, Natl Inst Hlth Data Sci China, Cheeloo Coll Med, Jinan, Peoples R China
[5] Shandong Univ, Inst Med Dataol, Cheeloo Coll Med, Jinan, Peoples R China
[6] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Pathol, Jinan, Peoples R China
[7] Shandong Univ, State Key Lab Microbial Technol, Qingdao, Peoples R China
基金
中国国家自然科学基金;
关键词
Gut microbiota; Rectal cancer; Neoadjuvant chemoradiotherapy; Immunomodulatory protein; Microbiome profile; Intestinimonas;
D O I
10.1186/s12967-023-04054-1
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
BackgroundNeoadjuvant 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.MethodsA 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).ResultsCross-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].ConclusionsOur 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.
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页数:14
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