A convenient and efficient 4-(diethylamino)-butylamine-labeled polarity-response-homodispersed strategy for absolute quantification of carboxyl submetabolome: Monitoring the whole progressive course of hepatocellular carcinoma

•A convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the DEABA-labeled polarity-response-homodispersed strategy.•Carboxyl submetabolome profiling in the whole course of hepatocellular carcinoma was monitored.•Combined with analysis of va...

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Published inJournal of Chromatography A Vol. 1683; p. 463504
Main Authors Tong, Minghui, Zhang, Qian, Zhang, Yiwen, Xing, Luwen, Bi, Kaishun, Li, Qing
Format Journal Article
LanguageEnglish
Published Elsevier B.V 08.11.2022
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ISSN0021-9673
DOI10.1016/j.chroma.2022.463504

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Abstract •A convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the DEABA-labeled polarity-response-homodispersed strategy.•Carboxyl submetabolome profiling in the whole course of hepatocellular carcinoma was monitored.•Combined with analysis of variance (ANOVA), orthogonal partial least squares discrimination analysis (OPLS-DA) and Bayesian linear discriminant analysis (BLDA), the biomarkers were screened out and the diagnostic model was established. Recent studies have shown that dysregulation of carboxyl submetabolome homeostasis is closely related to the occurrence and development of hepatocellular carcinoma (HCC). However, it is still a challenge to quantify carboxyl metabolites with high efficiency by conventional methods due to their species diversity and nature differences. Moreover, there are few studies on carboxyl submetabolome profiling during the whole progression of HCC. In this study, a convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the 4-(diethylamino)-butylamine (DEABA)-labeled polarity-response-homodispersed strategy. After optimizing derivation conditions with response surface methodology (RSM), the reaction only needed 1 min at room temperature, which radically simplified the labeling process. Compared with nonderivatization, the gaps of polarities and responses of the analytes were narrowed by DEABA labeling, realizing the polarity-response-homodispersion. Then resolution and sensitivity in HPLC-MS/MS were improved significantly. Ultimately, the workflow was applied to monitor carboxyl metabolic profile in human plasma of the whole progressive course of hepatocellular carcinoma. Combined with analysis of variance (ANOVA), orthogonal partial least squares discrimination analysis (OPLS-DA), Bayesian linear discriminant analysis (BLDA) and other data mining methods, the biomarkers of “health-hepatitis-cirrhosis-HCC” were screened out, and the diagnostic model was established. Furthermore, the relevancy between carboxyl submetabolome disorders and the pathogenesis of HCC was investigated. The developed method has the characteristics of high sensitivity, high coverage and high practicability, which is suitable for the study of biomarkers of carboxyl submetabolome in the whole progression of HCC. [Display omitted]
AbstractList Recent studies have shown that dysregulation of carboxyl submetabolome homeostasis is closely related to the occurrence and development of hepatocellular carcinoma (HCC). However, it is still a challenge to quantify carboxyl metabolites with high efficiency by conventional methods due to their species diversity and nature differences. Moreover, there are few studies on carboxyl submetabolome profiling during the whole progression of HCC. In this study, a convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the 4-(diethylamino)-butylamine (DEABA)-labeled polarity-response-homodispersed strategy. After optimizing derivation conditions with response surface methodology (RSM), the reaction only needed 1 min at room temperature, which radically simplified the labeling process. Compared with nonderivatization, the gaps of polarities and responses of the analytes were narrowed by DEABA labeling, realizing the polarity-response-homodispersion. Then resolution and sensitivity in HPLC-MS/MS were improved significantly. Ultimately, the workflow was applied to monitor carboxyl metabolic profile in human plasma of the whole progressive course of hepatocellular carcinoma. Combined with analysis of variance (ANOVA), orthogonal partial least squares discrimination analysis (OPLS-DA), Bayesian linear discriminant analysis (BLDA) and other data mining methods, the biomarkers of “health-hepatitis-cirrhosis-HCC” were screened out, and the diagnostic model was established. Furthermore, the relevancy between carboxyl submetabolome disorders and the pathogenesis of HCC was investigated. The developed method has the characteristics of high sensitivity, high coverage and high practicability, which is suitable for the study of biomarkers of carboxyl submetabolome in the whole progression of HCC.
•A convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the DEABA-labeled polarity-response-homodispersed strategy.•Carboxyl submetabolome profiling in the whole course of hepatocellular carcinoma was monitored.•Combined with analysis of variance (ANOVA), orthogonal partial least squares discrimination analysis (OPLS-DA) and Bayesian linear discriminant analysis (BLDA), the biomarkers were screened out and the diagnostic model was established. Recent studies have shown that dysregulation of carboxyl submetabolome homeostasis is closely related to the occurrence and development of hepatocellular carcinoma (HCC). However, it is still a challenge to quantify carboxyl metabolites with high efficiency by conventional methods due to their species diversity and nature differences. Moreover, there are few studies on carboxyl submetabolome profiling during the whole progression of HCC. In this study, a convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the 4-(diethylamino)-butylamine (DEABA)-labeled polarity-response-homodispersed strategy. After optimizing derivation conditions with response surface methodology (RSM), the reaction only needed 1 min at room temperature, which radically simplified the labeling process. Compared with nonderivatization, the gaps of polarities and responses of the analytes were narrowed by DEABA labeling, realizing the polarity-response-homodispersion. Then resolution and sensitivity in HPLC-MS/MS were improved significantly. Ultimately, the workflow was applied to monitor carboxyl metabolic profile in human plasma of the whole progressive course of hepatocellular carcinoma. Combined with analysis of variance (ANOVA), orthogonal partial least squares discrimination analysis (OPLS-DA), Bayesian linear discriminant analysis (BLDA) and other data mining methods, the biomarkers of “health-hepatitis-cirrhosis-HCC” were screened out, and the diagnostic model was established. Furthermore, the relevancy between carboxyl submetabolome disorders and the pathogenesis of HCC was investigated. The developed method has the characteristics of high sensitivity, high coverage and high practicability, which is suitable for the study of biomarkers of carboxyl submetabolome in the whole progression of HCC. [Display omitted]
ArticleNumber 463504
Author Zhang, Qian
Xing, Luwen
Bi, Kaishun
Li, Qing
Tong, Minghui
Zhang, Yiwen
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Keywords DEABA
LLOQ
Hepatocellular carcinoma
MRM
UDCA
Derivatization
GCDCA
MDCA
ANOVA
BLDA
HOBt
FA 20:2-n6
ESI
HATU
CDCA
PGE2
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HCC
GHDCA
RSM
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HDCA
Carboxyl submetabolome
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Snippet •A convenient and efficient workflow for absolute quantification of carboxyl submetabolome was established based on the DEABA-labeled...
Recent studies have shown that dysregulation of carboxyl submetabolome homeostasis is closely related to the occurrence and development of hepatocellular...
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SubjectTerms ambient temperature
analysis of variance
Bayesian theory
biomarkers
Carboxyl submetabolome
chemical species
chromatography
Derivatization
discriminant analysis
Hepatocellular carcinoma
hepatoma
homeostasis
humans
metabolites
pathogenesis
response surface methodology
species diversity
Title A convenient and efficient 4-(diethylamino)-butylamine-labeled polarity-response-homodispersed strategy for absolute quantification of carboxyl submetabolome: Monitoring the whole progressive course of hepatocellular carcinoma
URI https://dx.doi.org/10.1016/j.chroma.2022.463504
https://www.proquest.com/docview/2723125606
Volume 1683
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