亚精胺
胰腺癌
多胺
发育不良
医学
克拉斯
胃肠病学
精胺
恶性肿瘤
内科学
癌症研究
生物标志物
GNAS复合轨迹
腺癌
癌症
病理
生物
酶
生物化学
基因
结直肠癌
作者
Ricardo A. León-Letelier,Yihui Chen,Rongzhang Dou,Ehsan Irajizad,Michele Yip-Schneider,Ranran Wu,Rahmah Ejaz,Hamid Khoshfekr Rudsari,Yaxi Li,Rachelle Spencer,Riccardo Ballarò,Jody V. Vykoukal,Mark W. Hurd,Jennifer B. Dennison,Kim‐Anh Do,Anirban Maitra,Jianjun Zhang,Samir Hanash,C. Max Schmidt,Johannes F. Fahrmann
标识
DOI:10.1158/1078-0432.ccr-24-2931
摘要
Abstract Purpose: We conducted metabolomics and spatial cell transcriptomics of intraductal papillary mucinous neoplasms (IPMN), recognized pancreatic cancer precursors, to identify oncometabolites that inform upon risk of malignancy of IPMN. Experimental Design: Untargeted metabolomic analyses were performed on cystic fluid from 125 patients with low-grade dysplasia (LG) or high-grade (HG) dysplasia with/without concurrent PDAC (IPMN/PDAC). Predictive performance of individual metabolites for identifying HG or PDAC/IPMN was determined and compared to CA19-9 performance. Data were intersected with metabolic profiles of resected IPMN tissues and murine Kras;Gnas IPMN cell lines as well as spatial and single-cell transcriptomics of IPMN. Results: A total of 388 metabolites were quantified in cystic fluid of which 69 were differential (p-value <0.05) between cases (HG IPMN + IPMN/PDAC) and patients with LG IPMN. Spermidine and spermine biosynthesis and catabolism was identified as the top perturbed metabolic pathway (FDR-adjusted p-value< 0.0001). Increases in cystic fluid spermidine, n-acetylputrescine, acetylspermidine, diacetylspermidine, diacetylspermine, and acetylcadaverine were associated elevated risk of harboring HG or IPMN/PDAC. An OR-rule comprising CA19-9, n-acetylputrescine, acetylspermidine, and diacetylspermine achieved 54.8% sensitivity for detecting HG and IPMN\PDAC. CA19-9 alone yielded sensitivity of 11.9% (McNemar Test p-value< 0.001). Polyamines were elevated in IPMN\PDAC tissues compared to LG IPMN tissues; spatial and single-cell transcriptomic data revealed transcript levels of polyamine-metabolizing enzymes to be elevated in neoplastic epithelium and tumor-associated macrophages. Conclusion: Cystic fluid polyamines offer utility for determining risk of malignancy of IPMN that is complementary to CA19-9, and that has potential to aid in clinical management of patients with IPMN.
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