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利用血清代谢组学评估胃癌患者术后疗效和监测复发。

Utilizing serum metabolomics for assessing postoperative efficacy and monitoring recurrence in gastric cancer patients.

机构信息

Department of Gastrocolorectal Surgery, General Surgery Center, The First Hospital of Jilin University, 71 Xinmin Street, 130021, Changchun, Jilin, P.R. China.

出版信息

BMC Cancer. 2024 Jan 2;24(1):27. doi: 10.1186/s12885-023-11786-2.

Abstract

(1) This study aims to identify distinct serum metabolites in gastric cancer patients compared to healthy individuals, providing valuable insights into postoperative efficacy evaluation and monitoring of gastric cancer recurrence; (2) Methods: Serum samples were collected from 15 healthy individuals, 16 gastric cancer patients before surgery, 3 months after surgery, 6 months after surgery, and 15 gastric cancer recurrence patients. T-test and analysis of variance (ANOVA) were performed to screen 489 differential metabolites between the preoperative group and the healthy control group. Based on the level of the above metabolites in the recurrence, preoperative, three-month postoperative, and six-month postoperative groups, we further selected 18 significant differential metabolites by ANOVA and partial least squares discriminant analysis (PLS-DA). The result of hierarchical clustering analysis about the above metabolites showed that the samples were regrouped into the tumor-bearing group (comprising the original recurrence and preoperative groups) and the tumor-free group (comprising the original three-month postoperative and six-month postoperative groups). Based on the results of PLS-DA, 7 differential metabolites (VIP > 1.0) were further selected to distinguish the tumor-bearing group and the tumor-free group. Finally, the results of hierarchical clustering analysis showed that these 7 metabolites could well identify gastric cancer recurrence; (3) Results: Lysophosphatidic acids, triglycerides, lysine, and sphingosine-1-phosphate were significantly elevated in the three-month postoperative, six-month postoperative, and healthy control groups, compared to the preoperative and recurrence groups. Conversely, phosphatidylcholine, oxidized ceramide, and phosphatidylglycerol were significantly reduced in the three-month postoperative, six-month postoperative, and healthy control groups compared to the preoperative and recurrence groups. However, these substances did not show significant differences between the preoperative and recurrence groups, nor between the three-month postoperative, six-month postoperative, and healthy control groups; (4) Conclusions: Our findings demonstrate the presence of distinct metabolites in the serum of gastric cancer patients compared to healthy individuals. Lysophosphatidic acid, triglycerides, lysine, sphingosine-1-phosphate, phosphatidylcholine, oxidized ceramide, and phosphatidylglycerol hold potential as biomarkers for evaluating postoperative efficacy and monitoring recurrence in gastric cancer patients. These metabolites exhibit varying concentrations across different sample categories.

摘要

(1) 本研究旨在鉴定胃癌患者与健康个体之间存在明显的血清代谢物差异,为胃癌术后疗效评估和复发监测提供有价值的见解;(2) 方法:收集 15 名健康个体、16 名胃癌患者术前、术后 3 个月、术后 6 个月以及 15 名胃癌复发患者的血清样本。采用 t 检验和方差分析(ANOVA)筛选术前组与健康对照组之间的 489 个差异代谢物。基于上述代谢物在复发、术前、术后 3 个月和术后 6 个月组中的水平,我们进一步通过 ANOVA 和偏最小二乘判别分析(PLS-DA)选择了 18 个显著差异代谢物。上述代谢物的层次聚类分析结果表明,样本重新分为肿瘤组(包括原始复发组和术前组)和无肿瘤组(包括原始术后 3 个月和术后 6 个月组)。基于 PLS-DA 的结果,进一步选择了 7 个差异代谢物(VIP>1.0)来区分肿瘤组和无肿瘤组。最后,层次聚类分析的结果表明,这 7 种代谢物能够很好地识别胃癌复发;(3) 结果:与术前组和复发组相比,术后 3 个月、术后 6 个月和健康对照组中溶血磷脂酸、甘油三酯、赖氨酸和鞘氨醇-1-磷酸显著升高。相反,与术前组和复发组相比,术后 3 个月、术后 6 个月和健康对照组中磷脂酰胆碱、氧化神经酰胺和磷脂酰甘油显著降低。然而,这些物质在术前组和复发组之间以及术后 3 个月、术后 6 个月和健康对照组之间没有显示出显著差异;(4) 结论:我们的研究结果表明,胃癌患者的血清中存在与健康个体明显不同的代谢物。溶血磷脂酸、甘油三酯、赖氨酸、鞘氨醇-1-磷酸、磷脂酰胆碱、氧化神经酰胺和磷脂酰甘油可能成为评估胃癌患者术后疗效和监测复发的生物标志物。这些代谢物在不同的样本类别中表现出不同的浓度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7828/10763142/5d4d6a2d2528/12885_2023_11786_Fig1_HTML.jpg

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