Targeted metabolomics detects a putatively diagnostic signature in plasma and dried blood spots from head and neck paraganglioma patients.

IF 5.9 2区 医学 Q1 ONCOLOGY Oncogenesis Pub Date : 2023-02-25 DOI:10.1038/s41389-023-00456-4
Simone De Fabritiis, Silvia Valentinuzzi, Gianluca Piras, Ilaria Cicalini, Damiana Pieragostino, Sara Pagotto, Silvia Perconti, Mirco Zucchelli, Alberto Schena, Elisa Taschin, Gloria Simona Berteşteanu, Diana Liberata Esposito, Antonio Stigliano, Vincenzo De Laurenzi, Francesca Schiavi, Mario Sanna, Piero Del Boccio, Fabio Verginelli, Renato Mariani-Costantini
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Abstract

Head and neck paragangliomas (HNPGLs), rare chemoresistant tumors curable only with surgery, are strongly influenced by genetic predisposition, hence patients and relatives require lifetime follow-up with MRI and/or PET-CT because of de novo disease risk. This entails exposure to electromagnetic/ionizing radiation, costs, and organizational challenges, because patients and relatives are scattered far from reference centers. Simplified first-line screening strategies are needed. We employed flow injection analysis tandem mass spectrometry, as used in newborn metabolic screening, to compare the plasma metabolic profile of HNPGL patients (59 samples, 56 cases) and healthy controls (24 samples, 24 cases). Principal Component Analysis (PCA) and Partial Least Discriminant Analysis (PLS-DA) highlighted a distinctive HNPGL signature, likely reflecting the anaplerotic conversion of the TCA cycle to glutaminolysis and catabolism of branched amino acids, DNA damage and deoxyadenosine (dAdo) accumulation, impairment of fatty acid oxidation, switch towards the Warburg effect and proinflammatory lysophosphatidylcholines (LPCs) signaling. Statistical analysis of the metabolites that most impacted on PLS-DA was extended to 10 acoustic neuroma and 2 cholesteatoma patients, confirming significant differences relative to the HNPGL plasma metabolomic profile. The best confusion matrix from the ROC curve built on 2 metabolites, dAdo and C26:0-LPC, provided specificity of 94.29% and sensitivity of 89.29%, with positive and negative predictive values of 96.2% and 84.6%, respectively. Analysis of dAdo and C26:0-LPC levels in dried venous and capillary blood confirmed that dAdo, likely deriving from 2'-deoxy-ATP accumulated in HNPGL cells following endogenous genotoxic damage, efficiently discriminated HNPGL patients from healthy controls and acoustic neuroma/cholesteatoma patients on easily manageable dried blood spots.

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靶向代谢组学检测头颈部副神经节瘤患者血浆和干血斑的推定诊断特征。
头颈部副神经节瘤(HNPGLs)是一种罕见的只能通过手术治愈的化疗耐药肿瘤,它受遗传易感因素的强烈影响,因此由于新发疾病的风险,患者及其亲属需要终生随访MRI和/或PET-CT。这需要暴露于电磁/电离辐射、成本和组织挑战,因为患者和亲属分散在远离参考中心的地方。需要简化一线筛查策略。我们采用新生儿代谢筛查中常用的流动注射分析串联质谱法,比较了HNPGL患者(59例,56例)和健康对照组(24例,24例)的血浆代谢谱。主成分分析(PCA)和偏最小区别分析(PLS-DA)强调了一个独特的HNPGL特征,可能反映了TCA循环转化为谷氨酰胺水解和支链氨基酸分解代谢、DNA损伤和脱氧腺苷(dAdo)积累、脂肪酸氧化损伤、转向Warburg效应和促炎溶磷脂酰胆碱(LPCs)信号传导。对10例听神经瘤和2例胆脂瘤患者的PLS-DA影响最大的代谢物进行统计分析,证实与HNPGL血浆代谢组学谱存在显著差异。以dAdo和C26:0-LPC两种代谢物构建的ROC曲线的最佳混淆矩阵特异性为94.29%,敏感性为89.29%,阳性预测值为96.2%,阴性预测值为84.6%。对干燥静脉和毛细血管血液中dAdo和C26:0-LPC水平的分析证实,dAdo可能来自内源性基因毒性损伤后HNPGL细胞中积累的2'-脱氧atp,可以有效地区分HNPGL患者与健康对照者和听神经瘤/胆脂瘤患者。
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来源期刊
Oncogenesis
Oncogenesis ONCOLOGY-
CiteScore
11.90
自引率
0.00%
发文量
70
审稿时长
26 weeks
期刊介绍: Oncogenesis is a peer-reviewed open access online journal that publishes full-length papers, reviews, and short communications exploring the molecular basis of cancer and related phenomena. It seeks to promote diverse and integrated areas of molecular biology, cell biology, oncology, and genetics.
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