Integrated targeted metabolomic and lipidomic analysis: A novel approach to classifying early cystic precursors to invasive pancreatic cancer.
Adenocarcinoma, Mucinous
/ pathology
Adult
Aged
Biomarkers, Tumor
Carcinoma, Pancreatic Ductal
/ pathology
Carcinoma, Papillary
/ pathology
Cohort Studies
Female
Humans
Lipidomics
/ methods
Male
Metabolomics
/ methods
Middle Aged
Pancreas
/ metabolism
Pancreatectomy
/ methods
Pancreatic Cyst
/ classification
Pancreatic Intraductal Neoplasms
/ pathology
Pancreatic Neoplasms
/ classification
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
15 07 2019
15 07 2019
Historique:
received:
13
11
2018
accepted:
03
06
2019
entrez:
17
7
2019
pubmed:
17
7
2019
medline:
21
10
2020
Statut:
epublish
Résumé
Pancreatic cystic neoplasms (PCNs) are a highly prevalent disease of the pancreas. Among PCNs, Intraductal Papillary Mucinous Neoplasms (IPMNs) are common lesions that may progress from low-grade dysplasia (LGD) through high-grade dysplasia (HGD) to invasive cancer. Accurate discrimination of IPMN-associated neoplastic grade is an unmet clinical need. Targeted (semi)quantitative analysis of 100 metabolites and >1000 lipid species were performed on peri-operative pancreatic cyst fluid and pre-operative plasma from IPMN and serous cystic neoplasm (SCN) patients in a pancreas resection cohort (n = 35). Profiles were correlated against histological diagnosis and clinical parameters after correction for confounding factors. Integrated data modeling was used for group classification and selection of the best explanatory molecules. Over 1000 different compounds were identified in plasma and cyst fluid. IPMN profiles showed significant lipid pathway alterations compared to SCN. Integrated data modeling discriminated between IPMN and SCN with 100% accuracy and distinguished IPMN LGD or IPMN HGD and invasive cancer with up to 90.06% accuracy. Free fatty acids, ceramides, and triacylglycerol classes in plasma correlated with circulating levels of CA19-9, albumin and bilirubin. Integrated metabolomic and lipidomic analysis of plasma or cyst fluid can improve discrimination of IPMN from SCN and within PMNs predict the grade of dysplasia.
Identifiants
pubmed: 31308419
doi: 10.1038/s41598-019-46634-6
pii: 10.1038/s41598-019-46634-6
pmc: PMC6629680
doi:
Substances chimiques
Biomarkers, Tumor
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
10208Commentaires et corrections
Type : ErratumIn
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