Urinary metabolomic signatures associated with early adverse events during volumetric modulated arc therapy for prostate cancer: A secondary analysis of a public dataset.

IF 1.9 Q4 ONCOLOGY
Molecular and clinical oncology Pub Date : 2026-05-04 eCollection Date: 2026-07-01 DOI:10.3892/mco.2026.2953
Mai Fukushi, Yota Tatara, Hideki Obara, Satoru Monzen
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引用次数: 0

Abstract

Volumetric modulated arc therapy (VMAT) is an advanced radiotherapy technique for prostate cancer that improves dose conformity but is often accompanied by early urinary toxicities. Non-invasive biomarkers for predicting such adverse events remain limited. In the present study, a secondary analysis of a public urinary metabolomics dataset (MxP® Quant 500; 630 metabolites) from 11 patients treated with VMAT (76 Gy/38 fractions) was performed. Patients were grouped as patients with urinary toxicities (n=7; Grade 1) and those without (n=4). Patient-level Spearman's rank correlation coefficients (ρ) between the metabolite concentration and fraction number were calculated and summarized within each group. Overlaps in the top 60 positively correlated metabolites and bottom 60 negatively correlated metabolites across groups were identified and assessed using OmicsNet 2.0. Four metabolites [cholesteryl ester 20:4, taurodeoxycholic acid, triglyceride (TG) 18:0_32:2 and TG 18:3_34:1] were positively correlated in the toxicity group but negatively correlated in controls. Conversely, five metabolites, including phosphatidylcholines (PCs; PC aa C42:2 and PC ae C42:1), TG 16:0_38:1, fatty acid (FA) 20:2 and diglyceride 18:1_18:1, showed the opposite trend. Network analysis indicated impaired lipolysis, specifically the hydrolysis of TGs into FAs, involving carboxyl ester lipase and adipose TG lipase/hormone-sensitive lipase pathways. One patient with toxicity was on ursodeoxycholic acid, possibly influencing bile acid-related metabolites. Overall, early urinary adverse events in VMAT were associated with lipid metabolism dysregulation. No metabolites remained significant after false discovery rate correction, and this exploratory, hypothesis-generating analysis suggested that urinary metabolomics may serve as a non-invasive biomarker platform for toxicity prediction, warranting validation in larger cohorts.

尿代谢组学特征与前列腺癌体积调节弧线治疗早期不良事件相关:对公共数据集的二次分析。
体积调制弧线治疗(VMAT)是一种先进的前列腺癌放射治疗技术,可提高剂量一致性,但往往伴随着早期泌尿毒性。用于预测此类不良事件的非侵入性生物标志物仍然有限。在本研究中,对来自11名接受VMAT (76 Gy/38组分)治疗的患者的公共尿液代谢组学数据集(MxP®Quant 500; 630种代谢物)进行了二次分析。患者分为尿毒性患者(n=7; 1级)和无尿毒性患者(n=4)。计算并总结各组患者水平代谢物浓度与分数之间的Spearman秩相关系数(ρ)。使用OmicsNet 2.0鉴定和评估各组间前60个正相关代谢物和后60个负相关代谢物的重叠。四种代谢物[胆固醇酯20:4,牛磺酸去氧胆酸,甘油三酯(TG) 18:03 . 32:2和TG 18:33 . 4:1]在毒性组呈正相关,而在对照组呈负相关。相反,磷脂酰胆碱(PCs; pcaa C42:2和pcae C42:1)、TG 16:0 . 38:1、脂肪酸(FA) 20:2和双甘油酯18:1_18:1等5种代谢物呈相反趋势。网络分析表明脂肪分解受损,特别是TG水解成FAs,涉及羧基酯脂肪酶和脂肪TG脂肪酶/激素敏感脂肪酶途径。一名毒性患者使用熊去氧胆酸,可能影响胆汁酸相关代谢物。总体而言,VMAT患者早期尿路不良事件与脂质代谢失调有关。在错误的发现率校正后,没有代谢物仍然显著,这一探索性的、产生假设的分析表明,尿代谢组学可以作为毒性预测的非侵入性生物标志物平台,需要在更大的队列中进行验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.80
自引率
0.00%
发文量
108
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