{"title":"基于 HPLC-ESI-MS/MS 的人类大肠癌干血浆滤纸磷脂和鞘磷脂的测定","authors":"Jihun Jo, Hye-Ran Yoon","doi":"10.1007/s10337-024-04353-9","DOIUrl":null,"url":null,"abstract":"<div><p>The aim of this study was to find lipid metabolite concentrations differences between healthy subjects and colorectal cancer patients. A novel high performance liquid chromatography–electrospray ionization tandem mass spectrometry (HPLC–ESI–MS/MS) analytical method was developed for the analysis of nine lipid series (two sphingolipids, seven phospholipids) using the multiple reaction monitoring mode (MRM) on dried plasma spots. The extracted lipids were separated by HPLC using an Imtakt Unison UK-C8. The developed method was applied to human plasma samples obtained from healthy subjects (<i>n</i> = 40) and colorectal cancer patients (<i>n</i> = 40). A partial least squares discriminant analysis (PLS-DA) model, which is a multivariate statistical analysis method, was employed to analyse the quantitative results. The VIP score of the PLS-DA model was employed to effectively discriminate colorectal cancer patients from healthy subjects. Furthermore, a random forest classification method was employed. Through statistical processing, the lipid 18:1 Lyso PC in accordance with VIP score > 1 was identified, and four lipids in accordance with <i>p</i>-value < 0.05, 15:0–18:1 PC, 18:1 Lyso PC, 18:1 Lyso PE, and C15 Ceramide (d18:1/15:0) were identified. The results of this study corresponded to study of Zhao et al.(2007) that 18:1 LPC can be potential biomarker between normal and colorectal cancer patients. This method is expected to be practically useful due to its simple dried plasma spot use and excellent sensitivity for lipid screening when applied to various diseases, including colorectal cancer.</p></div>","PeriodicalId":518,"journal":{"name":"Chromatographia","volume":"87 10","pages":"695 - 705"},"PeriodicalIF":1.2000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determination of HPLC–ESI–MS/MS Based Phospholipids and Sphingolipids on Dried Plasma Filter Paper with Human Colorectal Cancer\",\"authors\":\"Jihun Jo, Hye-Ran Yoon\",\"doi\":\"10.1007/s10337-024-04353-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The aim of this study was to find lipid metabolite concentrations differences between healthy subjects and colorectal cancer patients. A novel high performance liquid chromatography–electrospray ionization tandem mass spectrometry (HPLC–ESI–MS/MS) analytical method was developed for the analysis of nine lipid series (two sphingolipids, seven phospholipids) using the multiple reaction monitoring mode (MRM) on dried plasma spots. The extracted lipids were separated by HPLC using an Imtakt Unison UK-C8. The developed method was applied to human plasma samples obtained from healthy subjects (<i>n</i> = 40) and colorectal cancer patients (<i>n</i> = 40). A partial least squares discriminant analysis (PLS-DA) model, which is a multivariate statistical analysis method, was employed to analyse the quantitative results. The VIP score of the PLS-DA model was employed to effectively discriminate colorectal cancer patients from healthy subjects. Furthermore, a random forest classification method was employed. Through statistical processing, the lipid 18:1 Lyso PC in accordance with VIP score > 1 was identified, and four lipids in accordance with <i>p</i>-value < 0.05, 15:0–18:1 PC, 18:1 Lyso PC, 18:1 Lyso PE, and C15 Ceramide (d18:1/15:0) were identified. The results of this study corresponded to study of Zhao et al.(2007) that 18:1 LPC can be potential biomarker between normal and colorectal cancer patients. This method is expected to be practically useful due to its simple dried plasma spot use and excellent sensitivity for lipid screening when applied to various diseases, including colorectal cancer.</p></div>\",\"PeriodicalId\":518,\"journal\":{\"name\":\"Chromatographia\",\"volume\":\"87 10\",\"pages\":\"695 - 705\"},\"PeriodicalIF\":1.2000,\"publicationDate\":\"2024-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chromatographia\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10337-024-04353-9\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chromatographia","FirstCategoryId":"92","ListUrlMain":"https://link.springer.com/article/10.1007/s10337-024-04353-9","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
Determination of HPLC–ESI–MS/MS Based Phospholipids and Sphingolipids on Dried Plasma Filter Paper with Human Colorectal Cancer
The aim of this study was to find lipid metabolite concentrations differences between healthy subjects and colorectal cancer patients. A novel high performance liquid chromatography–electrospray ionization tandem mass spectrometry (HPLC–ESI–MS/MS) analytical method was developed for the analysis of nine lipid series (two sphingolipids, seven phospholipids) using the multiple reaction monitoring mode (MRM) on dried plasma spots. The extracted lipids were separated by HPLC using an Imtakt Unison UK-C8. The developed method was applied to human plasma samples obtained from healthy subjects (n = 40) and colorectal cancer patients (n = 40). A partial least squares discriminant analysis (PLS-DA) model, which is a multivariate statistical analysis method, was employed to analyse the quantitative results. The VIP score of the PLS-DA model was employed to effectively discriminate colorectal cancer patients from healthy subjects. Furthermore, a random forest classification method was employed. Through statistical processing, the lipid 18:1 Lyso PC in accordance with VIP score > 1 was identified, and four lipids in accordance with p-value < 0.05, 15:0–18:1 PC, 18:1 Lyso PC, 18:1 Lyso PE, and C15 Ceramide (d18:1/15:0) were identified. The results of this study corresponded to study of Zhao et al.(2007) that 18:1 LPC can be potential biomarker between normal and colorectal cancer patients. This method is expected to be practically useful due to its simple dried plasma spot use and excellent sensitivity for lipid screening when applied to various diseases, including colorectal cancer.
期刊介绍:
Separation sciences, in all their various forms such as chromatography, field-flow fractionation, and electrophoresis, provide some of the most powerful techniques in analytical chemistry and are applied within a number of important application areas, including archaeology, biotechnology, clinical, environmental, food, medical, petroleum, pharmaceutical, polymer and biopolymer research. Beyond serving analytical purposes, separation techniques are also used for preparative and process-scale applications. The scope and power of separation sciences is significantly extended by combination with spectroscopic detection methods (e.g., laser-based approaches, nuclear-magnetic resonance, Raman, chemiluminescence) and particularly, mass spectrometry, to create hyphenated techniques. In addition to exciting new developments in chromatography, such as ultra high-pressure systems, multidimensional separations, and high-temperature approaches, there have also been great advances in hybrid methods combining chromatography and electro-based separations, especially on the micro- and nanoscale. Integrated biological procedures (e.g., enzymatic, immunological, receptor-based assays) can also be part of the overall analytical process.