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脂质组学与两种前瞻性研究中的胰腺癌风险。

Lipidomics and pancreatic cancer risk in two prospective studies.

机构信息

Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institute of Health, DHHS, 9609 Medical Center Drive, NCI Shady Grove, Room 6E420, Rockville, MD, 20850, USA.

Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institute of Health, Rockville, MD, USA.

出版信息

Eur J Epidemiol. 2023 Jul;38(7):783-793. doi: 10.1007/s10654-023-01014-3. Epub 2023 May 12.

Abstract

Pancreatic ductal carcinoma (PDAC) is highly fatal with limited understanding of mechanisms underlying its carcinogenesis. We comprehensively investigated whether lipidomic measures were associated with PDAC in two prospective studies. We measured 904 lipid species and 252 fatty acids across 15 lipid classes in pre-diagnostic serum (up to 24 years) in a PDAC nested-case control study within the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial (PLCO, NCT00002540) with 332 matched case-control sets including 272 having serial blood samples and Alpha-Tocopherol, Beta-Carotene Cancer Prevention Study (ATBC, NCT00342992) with 374 matched case-control sets. Controls were matched to cases by cohort, age, sex, race, and date at blood draw. We used conditional logistic regression to calculate odds ratios (OR) and 95% confidence intervals (CI) per one-standard deviation increase in log-lipid concentrations within each cohort, and combined ORs using fixed-effects meta-analyses. Forty-three lipid species were associated with PDAC (false discovery rate, FDR ≤ 0.10), including lysophosphatidylcholines (LPC, n = 2), phosphatidylethanolamines (PE, n = 17), triacylglycerols (n = 13), phosphatidylcholines (PC, n = 3), diacylglycerols (n = 4), monoacylglycerols (MAG, n = 2), cholesteryl esters (CE, n = 1), and sphingomyelins (n = 1). LPC(18:2) and PE(O-16:0/18:2) showed significant inverse associations with PDAC at the Bonferroni threshold (P value < 5.5 × 10). The fatty acids LPC[18:2], LPC[16:0], PC[15:0], MAG[18:1] and CE[22:0] were significantly associated with PDAC (FDR < 0.10). Similar associations were observed in both cohorts. There was no significant association for the differences between PLCO serial lipidomic measures or heterogeneity by follow-up time overall. Results support that the pre-diagnostic serum lipidome, including 43 lipid species from 8 lipid classes and 5 fatty acids, is associated with PDAC.

摘要

胰腺导管腺癌(PDAC)的病死率极高,但其致癌机制仍知之甚少。我们在前列腺癌、肺癌、结直肠癌和卵巢癌筛查试验(PLCO,NCT00002540)的一个 PDAC 巢式病例对照研究和 Alpha-Tocopherol、Beta-Carotene Cancer Prevention Study(ATBC,NCT00342992)中对前瞻性研究中的 15 种脂质类别中的 904 种脂质和 252 种脂肪酸进行了综合研究,这两个研究中分别有 332 个和 374 个病例对照组,包括 272 个具有系列血液样本的病例对照组。对照组根据队列、年龄、性别、种族和采血日期与病例匹配。我们使用条件逻辑回归计算了每个队列中每个标准差增加的对数脂质浓度的比值比(OR)和 95%置信区间(CI),并使用固定效应荟萃分析合并了 OR。43 种脂质与 PDAC 相关(错误发现率,FDR ≤ 0.10),包括溶血磷脂酰胆碱(LPC,n = 2)、磷脂酰乙醇胺(PE,n = 17)、三酰甘油(n = 13)、磷脂酰胆碱(PC,n = 3)、二酰甘油(n = 4)、单酰甘油(MAG,n = 2)、胆固醇酯(CE,n = 1)和神经鞘磷脂(n = 1)。LPC(18:2)和 PE(O-16:0/18:2)在 Bonferroni 阈值下(P 值 < 5.5×10)与 PDAC 呈显著负相关。脂肪酸 LPC[18:2]、LPC[16:0]、PC[15:0]、MAG[18:1]和 CE[22:0]与 PDAC 显著相关(FDR < 0.10)。在两个队列中均观察到相似的关联。PLCO 系列脂质测量值之间的差异或总体随访时间的异质性没有显著相关性。结果支持包括 8 种脂质类别和 5 种脂肪酸的 43 种脂质物种在内的预诊断血清脂质组与 PDAC 相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/913d/11152614/d2894b45950f/nihms-1997822-f0001.jpg

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