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从肠道宏基因组中高效挖掘抗癌肽。

Efficient Mining of Anticancer Peptides from Gut Metagenome.

机构信息

CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, 100101, Beijing, P. R. China.

University of Chinese Academy of Sciences, Beijing, 100049, P. R. China.

出版信息

Adv Sci (Weinh). 2023 Sep;10(25):e2300107. doi: 10.1002/advs.202300107. Epub 2023 Jun 29.

DOI:10.1002/advs.202300107
PMID:37382183
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10477861/
Abstract

The gut microbiome plays a crucial role in modulating host health and disease. It serves as a vast reservoir of functional molecules that hold great potential for clinical applications. One specific area of interest is identifying anticancer peptides (ACPs) for innovative cancer therapies. However, ACPs discovery is hindered by a heavy reliance on experimental methodologies. To overcome this limitation, we here employed a novel approach by leveraging the overlap between ACPs and antimicrobial peptides (AMPs). By combining well-established AMP prediction methods with mining techniques in metagenomic cohorts, a total of 40 potential ACPs is identified. Out of the identified ACPs, 39 demonstrated inhibitory effects against at least one cancer cell line, exhibiting significant differences from known ACPs. Moreover, the therapeutic potential of the two most promising peptides in a mouse xenograft cancer model is evaluated. Encouragingly, the peptides exhibit effective tumor inhibition without any detectable toxic effects. Interestingly, both peptides display uncommon secondary structures, highlighting its distinctive characteristics. This findings highlight the efficacy of the multi-center mining approach, which effectively uncovers novel ACPs from the gut microbiome. This approach has significant implications for expanding treatment options not only for CRC, but also for other cancer types.

摘要

肠道微生物群在调节宿主健康和疾病方面起着至关重要的作用。它是功能分子的巨大储存库,具有很大的临床应用潜力。一个特别感兴趣的领域是确定用于创新癌症治疗的抗癌肽 (ACP)。然而,ACP 的发现受到对实验方法的严重依赖的阻碍。为了克服这一限制,我们在这里采用了一种新方法,利用 ACP 和抗菌肽 (AMP) 之间的重叠。通过将成熟的 AMP 预测方法与宏基因组队列中的挖掘技术相结合,共鉴定出 40 种潜在的 ACP。在所鉴定的 ACP 中,有 39 种对至少一种癌细胞系表现出抑制作用,与已知的 ACP 有显著差异。此外,还评估了两种最有前途的肽在小鼠异种移植癌症模型中的治疗潜力。令人鼓舞的是,这些肽在没有任何可检测到的毒性作用的情况下有效抑制肿瘤。有趣的是,这两种肽都显示出不常见的二级结构,突出了其独特的特征。这些发现强调了多中心挖掘方法的有效性,该方法可以有效地从肠道微生物群中发现新的 ACP。这种方法对于扩展不仅针对 CRC 而且针对其他癌症类型的治疗选择具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/f69a8c99309c/ADVS-10-2300107-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/0e784e15366a/ADVS-10-2300107-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/7bfb19bff999/ADVS-10-2300107-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/cb2da5acf5ec/ADVS-10-2300107-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/18ce9ce74dac/ADVS-10-2300107-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/f69a8c99309c/ADVS-10-2300107-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/0e784e15366a/ADVS-10-2300107-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/7bfb19bff999/ADVS-10-2300107-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/cb2da5acf5ec/ADVS-10-2300107-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/18ce9ce74dac/ADVS-10-2300107-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab61/10477861/f69a8c99309c/ADVS-10-2300107-g006.jpg

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本文引用的文献

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2
Effects of microbiota on anticancer drugs: Current knowledge and potential applications.微生物群对抗癌药物的影响:现有知识和潜在应用。
EBioMedicine. 2022 Sep;83:104197. doi: 10.1016/j.ebiom.2022.104197. Epub 2022 Aug 4.
3
Gut microbiome in modulating immune checkpoint inhibitors.肠道微生物组在调节免疫检查点抑制剂中的作用。
Proteomics. 2024 Jun;24(12-13):e2300105. doi: 10.1002/pmic.202300105. Epub 2024 Mar 8.
4
Examining the functional space of gut microbiome-derived peptides.检测肠道微生物衍生肽的功能空间。
Microbiologyopen. 2023 Dec;12(6):e1393. doi: 10.1002/mbo3.1393.
EBioMedicine. 2022 Aug;82:104163. doi: 10.1016/j.ebiom.2022.104163. Epub 2022 Jul 15.
4
Imbalanced gut microbiota fuels hepatocellular carcinoma development by shaping the hepatic inflammatory microenvironment.肠道微生物菌群失衡通过塑造肝脏炎症微环境促进肝癌发展。
Nat Commun. 2022 Jul 8;13(1):3964. doi: 10.1038/s41467-022-31312-5.
5
Gut dysbiosis promotes prostate cancer progression and docetaxel resistance via activating NF-κB-IL6-STAT3 axis.肠道菌群失调通过激活 NF-κB-IL6-STAT3 轴促进前列腺癌的进展和多西他赛耐药性。
Microbiome. 2022 Jun 16;10(1):94. doi: 10.1186/s40168-022-01289-w.
6
Akkermansia muciniphila: paradigm for next-generation beneficial microorganisms.黏蛋白阿克曼氏菌:新一代有益微生物的范例。
Nat Rev Gastroenterol Hepatol. 2022 Oct;19(10):625-637. doi: 10.1038/s41575-022-00631-9. Epub 2022 May 31.
7
Development of Anticancer Peptides Using Artificial Intelligence and Combinational Therapy for Cancer Therapeutics.利用人工智能和联合疗法开发抗癌肽用于癌症治疗
Pharmaceutics. 2022 May 6;14(5):997. doi: 10.3390/pharmaceutics14050997.
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The Potential of the Gut Microbiome to Reshape the Cancer Therapy Paradigm: A Review.肠道微生物组重塑癌症治疗范式的潜力:综述。
JAMA Oncol. 2022 Jul 1;8(7):1059-1067. doi: 10.1001/jamaoncol.2022.0494.
9
Targeting the gut and tumor microbiota in cancer.靶向癌症中的肠道和肿瘤微生物组。
Nat Med. 2022 Apr;28(4):690-703. doi: 10.1038/s41591-022-01779-2. Epub 2022 Apr 19.
10
treatment promotes weight gain in Bangladeshi infants with severe acute malnutrition.治疗可促进孟加拉国严重急性营养不良婴儿的体重增加。
Sci Transl Med. 2022 Apr 13;14(640):eabk1107. doi: 10.1126/scitranslmed.abk1107.