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肿瘤微生物组分析可为III期结直肠癌患者提供预后价值。

Tumor microbiome analysis provides prognostic value for patients with stage III colorectal cancer.

作者信息

Kim Jae Hyun, Yu Jongwook, Kim Dong Keon, Lee Seunghun, Lee Seung Hyun, Ahn Byung Kwon, Kim Tae Il, Park Seun Ja

机构信息

Department of Internal Medicine, Kosin University College of Medicine, Busan, Republic of Korea.

Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.

出版信息

Front Oncol. 2023 Oct 26;13:1212812. doi: 10.3389/fonc.2023.1212812. eCollection 2023.

Abstract

INTRODUCTION

Although patients with colorectal cancer (CRC) can receive optimal treatment, the risk of recurrence remains. This study aimed to evaluate whether the tumor microbiome can be a predictor of recurrence in patients with stage III CRC.

METHODS

Using 16S rRNA gene sequencing, we analyzed the microbiomes of tumor and adjacent tissues acquired during surgery in 65 patients with stage III CRC and evaluated the correlation of the tissue microbiome with CRC recurrence. Additionally, the tumor tissue microbiome data of 71 patients with stage III CRC from another center were used as a validation set.

RESULTS

The microbial diversity and abundance significantly differed between tumor and adjacent tissues. In particular, and were more abundant in tumor tissue samples than in adjacent tissue samples. The microbial diversity and abundance in tumor and adjacent tissues did not differ according to the presence of recurrence, except for one genus in the validation set. Logistic regression analysis revealed that a recurrence prediction model including tumor tissue microbiome data had a better prediction performance than clinical factors (area under the curve [AUC] 0.846 vs. 0.679, p = 0.009), regardless of sex (male patients: AUC 0.943 vs. 0.818, p = 0.043; female patients: AUC 0.885 vs. 0.590, p = 0.017). When this prediction model was applied to the validation set, it had a higher AUC value than clinical factors in female patients.

CONCLUSION

Our results suggest that the tumor microbiome of patients with CRC be a potential predictor of postoperative disease recurrence.

摘要

引言

尽管结直肠癌(CRC)患者能够接受最佳治疗,但复发风险依然存在。本研究旨在评估肿瘤微生物群是否可作为III期CRC患者复发的预测指标。

方法

我们采用16S rRNA基因测序技术,分析了65例III期CRC患者手术期间获取的肿瘤组织和癌旁组织的微生物群,并评估了组织微生物群与CRC复发的相关性。此外,将来自另一个中心的71例III期CRC患者的肿瘤组织微生物群数据用作验证集。

结果

肿瘤组织和癌旁组织中的微生物多样性和丰度存在显著差异。特别是,[具体微生物名称1]和[具体微生物名称2]在肿瘤组织样本中的丰度高于癌旁组织样本。除验证集中的一个属外,肿瘤组织和癌旁组织中的微生物多样性和丰度在有无复发方面并无差异。逻辑回归分析显示,包含肿瘤组织微生物群数据的复发预测模型比临床因素具有更好的预测性能(曲线下面积[AUC]为0.846对0.679,p = 0.009),无论性别如何(男性患者:AUC为0.943对0.818,p = 0.043;女性患者:AUC为0.885对0.590,p = 0.017)。当将该预测模型应用于验证集时,其在女性患者中的AUC值高于临床因素。

结论

我们的结果表明,CRC患者的肿瘤微生物群可能是术后疾病复发的潜在预测指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1ee2/10641399/ef87ecf5497d/fonc-13-1212812-g001.jpg

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