Integrated targeted metabolomic and lipidomic analysis: A novel approach to classifying early cystic precursors to invasive pancreatic cancer.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
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

10208

Commentaires et corrections

Type : ErratumIn

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Auteurs

Rogier Aäron Gaiser (RA)

Division of Clinical Diagnostics and Surgery, DENTMED, Karolinska Institutet, Huddinge, Sweden.

Alberto Pessia (A)

Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.

Zeeshan Ateeb (Z)

Division of Surgery, CLINTEC, Karolinska University Hospital, Stockholm, Sweden.

Haleh Davanian (H)

Division of Clinical Diagnostics and Surgery, DENTMED, Karolinska Institutet, Huddinge, Sweden.

Carlos Fernández Moro (C)

Department of Clinical Pathology/Cytology, Division of Pathology, Karolinska University Hospital, Huddinge, Sweden.
Division of Pathology, LABMED, Karolinska Institutet, Huddinge, Sweden.

Hassan Alkharaan (H)

Division of Clinical Diagnostics and Surgery, DENTMED, Karolinska Institutet, Huddinge, Sweden.
College of Dentistry, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia.

Katie Healy (K)

Division of Clinical Diagnostics and Surgery, DENTMED, Karolinska Institutet, Huddinge, Sweden.

Sam Ghazi (S)

Department of Clinical Pathology/Cytology, Division of Pathology, Karolinska University Hospital, Huddinge, Sweden.

Urban Arnelo (U)

Division of Surgery, CLINTEC, Karolinska University Hospital, Stockholm, Sweden.

Roberto Valente (R)

Division of Surgery, CLINTEC, Karolinska University Hospital, Stockholm, Sweden.
Department for Digestive Diseases, Sapienza University of Rome, Rome, Italy.

Vidya Velagapudi (V)

Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.

Margaret Sällberg Chen (M)

Division of Clinical Diagnostics and Surgery, DENTMED, Karolinska Institutet, Huddinge, Sweden. margaret.chen@ki.se.
Tenth People's Hospital, Tongji University, Shanghai, China. margaret.chen@ki.se.

Marco Del Chiaro (M)

Division of Surgery, CLINTEC, Karolinska University Hospital, Stockholm, Sweden. marco.delchiaro@ucdenver.edu.
Division of Surgical Oncology, Department of Surgery, University of Colorado Denver, Aurora, CO, USA. marco.delchiaro@ucdenver.edu.

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Classifications MeSH