Cargando…

Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer

Type 2 diabetes mellitus (T2DM) has been recognized as one of the most important and independent risk factors for hepatocellular cancer (HCC). However, there is still a lack of ideal tumor markers for HCC detection in the T2DM population. Serum lipids have been revealed as potential tumor markers fo...

Descripción completa

Detalles Bibliográficos
Autores principales: Yue, Zhihong, Pei, Lin, Meng, Guangyan, Zhang, Aimin, Li, Meng, Jia, Mei, Wang, Hui, Cao, Linlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865394/
https://www.ncbi.nlm.nih.gov/pubmed/36677015
http://dx.doi.org/10.3390/metabo13010090
_version_ 1784875826864455680
author Yue, Zhihong
Pei, Lin
Meng, Guangyan
Zhang, Aimin
Li, Meng
Jia, Mei
Wang, Hui
Cao, Linlin
author_facet Yue, Zhihong
Pei, Lin
Meng, Guangyan
Zhang, Aimin
Li, Meng
Jia, Mei
Wang, Hui
Cao, Linlin
author_sort Yue, Zhihong
collection PubMed
description Type 2 diabetes mellitus (T2DM) has been recognized as one of the most important and independent risk factors for hepatocellular cancer (HCC). However, there is still a lack of ideal tumor markers for HCC detection in the T2DM population. Serum lipids have been revealed as potential tumor markers for HCC. In this study, our objective was to develop a novel liquid chromatography-tandem mass spectrometry (LC-MS/MS) method to detect several lipids including 8,15-dihydroxy-5,9,11,13-eicosatetraenoic acid (8,15-DiHETE), hexadecanedioic acid (HDA), 15-keto-13,14-dihydroprostaglandin A2 (DHK-PGA2), ricinoleic acid (RCL), octadecanedioic acid (OA) and 16-hydroxy hexadecanoic acid (16OHHA) in serum and explore their diagnostic potential for T2DM-positive [T2DM(+)] HCC. A robust LC-MS/MS method was established for the measurement of 8,15-DiHETE, HDA, DHK-PGA2, RCL, OA, and 16OHHA. The methodology validation was conducted, and the results suggested the reliability of this LC-MS/MS method for targeted lipids. Several serum lipids, including 8,15-DiHETE, HDA, DHK-PGA2, and OA were increased in T2DM(+) HCC patients. A biomarker signature that incorporated HDA, DHK-PGA2, and AFP was established and showed good diagnostic potential for T2DM(+) HCC, and the area under the ROC curve (AUC) was 0.87 for diagnosing T2DM(+) HCC from T2DM individuals. Additionally, the biomarker signature diagnosed small-size (AUC = 0.88) and early-stage (AUC = 0.79) tumors with high efficacy. Moreover, the biomarker signature could differentiate T2DM(+) HCC from other T2DM(+) tumors, including pancreatic, gastric and colorectal cancer (AUC = 0.88) as well. In conclusion, our study develops a novel tool for early diagnosis of T2DM(+) HCC in T2DM patients.
format Online
Article
Text
id pubmed-9865394
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-98653942023-01-22 Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer Yue, Zhihong Pei, Lin Meng, Guangyan Zhang, Aimin Li, Meng Jia, Mei Wang, Hui Cao, Linlin Metabolites Article Type 2 diabetes mellitus (T2DM) has been recognized as one of the most important and independent risk factors for hepatocellular cancer (HCC). However, there is still a lack of ideal tumor markers for HCC detection in the T2DM population. Serum lipids have been revealed as potential tumor markers for HCC. In this study, our objective was to develop a novel liquid chromatography-tandem mass spectrometry (LC-MS/MS) method to detect several lipids including 8,15-dihydroxy-5,9,11,13-eicosatetraenoic acid (8,15-DiHETE), hexadecanedioic acid (HDA), 15-keto-13,14-dihydroprostaglandin A2 (DHK-PGA2), ricinoleic acid (RCL), octadecanedioic acid (OA) and 16-hydroxy hexadecanoic acid (16OHHA) in serum and explore their diagnostic potential for T2DM-positive [T2DM(+)] HCC. A robust LC-MS/MS method was established for the measurement of 8,15-DiHETE, HDA, DHK-PGA2, RCL, OA, and 16OHHA. The methodology validation was conducted, and the results suggested the reliability of this LC-MS/MS method for targeted lipids. Several serum lipids, including 8,15-DiHETE, HDA, DHK-PGA2, and OA were increased in T2DM(+) HCC patients. A biomarker signature that incorporated HDA, DHK-PGA2, and AFP was established and showed good diagnostic potential for T2DM(+) HCC, and the area under the ROC curve (AUC) was 0.87 for diagnosing T2DM(+) HCC from T2DM individuals. Additionally, the biomarker signature diagnosed small-size (AUC = 0.88) and early-stage (AUC = 0.79) tumors with high efficacy. Moreover, the biomarker signature could differentiate T2DM(+) HCC from other T2DM(+) tumors, including pancreatic, gastric and colorectal cancer (AUC = 0.88) as well. In conclusion, our study develops a novel tool for early diagnosis of T2DM(+) HCC in T2DM patients. MDPI 2023-01-06 /pmc/articles/PMC9865394/ /pubmed/36677015 http://dx.doi.org/10.3390/metabo13010090 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yue, Zhihong
Pei, Lin
Meng, Guangyan
Zhang, Aimin
Li, Meng
Jia, Mei
Wang, Hui
Cao, Linlin
Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer
title Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer
title_full Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer
title_fullStr Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer
title_full_unstemmed Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer
title_short Simultaneous Quantification of Serum Lipids and Their Association with Type 2 Diabetes Mellitus-Positive Hepatocellular Cancer
title_sort simultaneous quantification of serum lipids and their association with type 2 diabetes mellitus-positive hepatocellular cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865394/
https://www.ncbi.nlm.nih.gov/pubmed/36677015
http://dx.doi.org/10.3390/metabo13010090
work_keys_str_mv AT yuezhihong simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT peilin simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT mengguangyan simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT zhangaimin simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT limeng simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT jiamei simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT wanghui simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer
AT caolinlin simultaneousquantificationofserumlipidsandtheirassociationwithtype2diabetesmellituspositivehepatocellularcancer