Metabolomics analyses of cancer tissue from patients with colorectal cancer

The alteration of metabolism is essential for the initiation and progression of numerous types of cancer, including colorectal cancer (CRC). Metabolomics has been used to study CRC. At present, the reprogramming of the metabolism in CRC remains to be fully elucidated. In the present study, comprehen...

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Veröffentlicht in:Molecular medicine reports 2023-11, Vol.28 (5), Article 219
Hauptverfasser: Kang, Chunbo, Zhang, Jie, Xue, Mei, Li, Xiaowei, Ding, Danyang, Wang, Ye, Jiang, Shujing, Chu, Fong-Fong, Gao, Qiang, Zhang, Mengqiao
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container_issue 5
container_start_page
container_title Molecular medicine reports
container_volume 28
creator Kang, Chunbo
Zhang, Jie
Xue, Mei
Li, Xiaowei
Ding, Danyang
Wang, Ye
Jiang, Shujing
Chu, Fong-Fong
Gao, Qiang
Zhang, Mengqiao
description The alteration of metabolism is essential for the initiation and progression of numerous types of cancer, including colorectal cancer (CRC). Metabolomics has been used to study CRC. At present, the reprogramming of the metabolism in CRC remains to be fully elucidated. In the present study, comprehensive untargeted metabolomics analysis was performed on the paired CRC tissues and adjacent normal tissues from patients with CRC (n=35) using ultra-high-performance liquid chromatography-mass spectrometry. Subsequently, bioinformatic analysis was performed on the differentially expressed metabolites. The changes in these differential metabolites were compared among groups of patients based on sex, anatomical tumor location, grade of tumor differentiation and stage of disease. A total of 927 metabolites were detected in the tissue samples, and 24 metabolites in the CRC tissue were significantly different compared with the adjacent normal tissue. The present study revealed that the levels of three amino acid metabolites were increased in the CRC tissue, specifically, N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, cyclo(Glu-Glu) and cyclo(Phe-Glu). The metabolites with decreased levels in the CRC tissue included quinaldic acid (also referred to as quinoline-2-carboxilic acid), 17[alpha]- and 17[beta]-estradioll, which are associated with tumor suppression activities, as well as other metabolites such as, anhydro-[beta]-glucose, Asp-Arg, lysophosphatidylcholine, lysophosphatidylethanolamine (lysoPE), lysophosphatidylinositol, carnitine, 5'-deoxy-5'-(methylthio) adenosine, 2'-deoxyinosine-5'-monophosphate and thiamine monophosphate. There was no difference in the levels of the differential metabolites between male and female patients. The differentiation of CRC also showed no impact on the levels of the differential metabolites. The levels of lysoPE were increased in the right side of the colon compared with the left side of the colon and rectum. Analysis of the different tumor stages indicated that 2-aminobenzenesulfonic acid, P-sulfanilic acid and quinoline-4-carboxylic acid were decreased in stage I CRC tissue compared with stage II, III and IV CRC tissue. The levels of N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, methylcysteine and 5'-deoxy-5'-(methylthio) adenosine varied at different stages of tumorigenesis. These differential metabolites were implicated in multiple metabolism pathways, including carbohydrate, amino acid, lipid, nucleotide and hormone. In conclus
doi_str_mv 10.3892/mmr.2023.13106
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Metabolomics has been used to study CRC. At present, the reprogramming of the metabolism in CRC remains to be fully elucidated. In the present study, comprehensive untargeted metabolomics analysis was performed on the paired CRC tissues and adjacent normal tissues from patients with CRC (n=35) using ultra-high-performance liquid chromatography-mass spectrometry. Subsequently, bioinformatic analysis was performed on the differentially expressed metabolites. The changes in these differential metabolites were compared among groups of patients based on sex, anatomical tumor location, grade of tumor differentiation and stage of disease. A total of 927 metabolites were detected in the tissue samples, and 24 metabolites in the CRC tissue were significantly different compared with the adjacent normal tissue. The present study revealed that the levels of three amino acid metabolites were increased in the CRC tissue, specifically, N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, cyclo(Glu-Glu) and cyclo(Phe-Glu). The metabolites with decreased levels in the CRC tissue included quinaldic acid (also referred to as quinoline-2-carboxilic acid), 17[alpha]- and 17[beta]-estradioll, which are associated with tumor suppression activities, as well as other metabolites such as, anhydro-[beta]-glucose, Asp-Arg, lysophosphatidylcholine, lysophosphatidylethanolamine (lysoPE), lysophosphatidylinositol, carnitine, 5'-deoxy-5'-(methylthio) adenosine, 2'-deoxyinosine-5'-monophosphate and thiamine monophosphate. There was no difference in the levels of the differential metabolites between male and female patients. The differentiation of CRC also showed no impact on the levels of the differential metabolites. The levels of lysoPE were increased in the right side of the colon compared with the left side of the colon and rectum. Analysis of the different tumor stages indicated that 2-aminobenzenesulfonic acid, P-sulfanilic acid and quinoline-4-carboxylic acid were decreased in stage I CRC tissue compared with stage II, III and IV CRC tissue. The levels of N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, methylcysteine and 5'-deoxy-5'-(methylthio) adenosine varied at different stages of tumorigenesis. These differential metabolites were implicated in multiple metabolism pathways, including carbohydrate, amino acid, lipid, nucleotide and hormone. In conclusion, the present study demonstrated that CRC tumors had altered metabolites compared with normal tissue. The data from the metabolic profile of CRC tissues in the present study provided supportive evidence to understand tumorigenesis. Key words: colorectal cancer, mass spectrometry, metabolites, tissue metabolomics, ultra-high-performance liquid chromatography</description><identifier>ISSN: 1791-2997</identifier><identifier>EISSN: 1791-3004</identifier><identifier>DOI: 10.3892/mmr.2023.13106</identifier><identifier>PMID: 37772396</identifier><language>eng</language><publisher>Athens: Spandidos Publications</publisher><subject>17β-Estradiol ; Amino acids ; Cancer ; Carbohydrate metabolism ; Carboxylic acids ; Care and treatment ; Carnitine ; Cell metabolism ; Chromatography ; Colonoscopy ; Colorectal cancer ; Colorectal carcinoma ; Development and progression ; Discriminant analysis ; Epigenetics ; Gene expression ; Genetic aspects ; Genotype ; Health aspects ; High-performance liquid chromatography ; Lysophosphatidylcholine ; Mass spectroscopy ; Medical prognosis ; Metabolism ; Metabolites ; Metabolomics ; Software ; Statistical analysis ; Sulfanilic acid ; Tumor suppression ; Tumorigenesis</subject><ispartof>Molecular medicine reports, 2023-11, Vol.28 (5), Article 219</ispartof><rights>COPYRIGHT 2023 Spandidos Publications</rights><rights>Copyright Spandidos Publications UK Ltd. 2023</rights><rights>Copyright: © Kang et al. 2023</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c418t-6d115aeefeabff32f25970a650317a72f370899d12a77fd46d3b0264d157fe683</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,777,781,882,27905,27906</link.rule.ids></links><search><creatorcontrib>Kang, Chunbo</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><creatorcontrib>Xue, Mei</creatorcontrib><creatorcontrib>Li, Xiaowei</creatorcontrib><creatorcontrib>Ding, Danyang</creatorcontrib><creatorcontrib>Wang, Ye</creatorcontrib><creatorcontrib>Jiang, Shujing</creatorcontrib><creatorcontrib>Chu, Fong-Fong</creatorcontrib><creatorcontrib>Gao, Qiang</creatorcontrib><creatorcontrib>Zhang, Mengqiao</creatorcontrib><title>Metabolomics analyses of cancer tissue from patients with colorectal cancer</title><title>Molecular medicine reports</title><description>The alteration of metabolism is essential for the initiation and progression of numerous types of cancer, including colorectal cancer (CRC). Metabolomics has been used to study CRC. At present, the reprogramming of the metabolism in CRC remains to be fully elucidated. In the present study, comprehensive untargeted metabolomics analysis was performed on the paired CRC tissues and adjacent normal tissues from patients with CRC (n=35) using ultra-high-performance liquid chromatography-mass spectrometry. Subsequently, bioinformatic analysis was performed on the differentially expressed metabolites. The changes in these differential metabolites were compared among groups of patients based on sex, anatomical tumor location, grade of tumor differentiation and stage of disease. A total of 927 metabolites were detected in the tissue samples, and 24 metabolites in the CRC tissue were significantly different compared with the adjacent normal tissue. The present study revealed that the levels of three amino acid metabolites were increased in the CRC tissue, specifically, N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, cyclo(Glu-Glu) and cyclo(Phe-Glu). The metabolites with decreased levels in the CRC tissue included quinaldic acid (also referred to as quinoline-2-carboxilic acid), 17[alpha]- and 17[beta]-estradioll, which are associated with tumor suppression activities, as well as other metabolites such as, anhydro-[beta]-glucose, Asp-Arg, lysophosphatidylcholine, lysophosphatidylethanolamine (lysoPE), lysophosphatidylinositol, carnitine, 5'-deoxy-5'-(methylthio) adenosine, 2'-deoxyinosine-5'-monophosphate and thiamine monophosphate. There was no difference in the levels of the differential metabolites between male and female patients. The differentiation of CRC also showed no impact on the levels of the differential metabolites. The levels of lysoPE were increased in the right side of the colon compared with the left side of the colon and rectum. Analysis of the different tumor stages indicated that 2-aminobenzenesulfonic acid, P-sulfanilic acid and quinoline-4-carboxylic acid were decreased in stage I CRC tissue compared with stage II, III and IV CRC tissue. The levels of N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, methylcysteine and 5'-deoxy-5'-(methylthio) adenosine varied at different stages of tumorigenesis. These differential metabolites were implicated in multiple metabolism pathways, including carbohydrate, amino acid, lipid, nucleotide and hormone. In conclusion, the present study demonstrated that CRC tumors had altered metabolites compared with normal tissue. The data from the metabolic profile of CRC tissues in the present study provided supportive evidence to understand tumorigenesis. Key words: colorectal cancer, mass spectrometry, metabolites, tissue metabolomics, ultra-high-performance liquid chromatography</description><subject>17β-Estradiol</subject><subject>Amino acids</subject><subject>Cancer</subject><subject>Carbohydrate metabolism</subject><subject>Carboxylic acids</subject><subject>Care and treatment</subject><subject>Carnitine</subject><subject>Cell metabolism</subject><subject>Chromatography</subject><subject>Colonoscopy</subject><subject>Colorectal cancer</subject><subject>Colorectal carcinoma</subject><subject>Development and progression</subject><subject>Discriminant analysis</subject><subject>Epigenetics</subject><subject>Gene expression</subject><subject>Genetic aspects</subject><subject>Genotype</subject><subject>Health aspects</subject><subject>High-performance liquid chromatography</subject><subject>Lysophosphatidylcholine</subject><subject>Mass spectroscopy</subject><subject>Medical prognosis</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>Software</subject><subject>Statistical analysis</subject><subject>Sulfanilic acid</subject><subject>Tumor suppression</subject><subject>Tumorigenesis</subject><issn>1791-2997</issn><issn>1791-3004</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNptkU1vFSEUhonR2Frdup7EjZt7PXwMDCvTNGqNbdzUNTmXObQ0M8MVZmz672XqjcamYQGBh4fDeRl7y2ErOys-jGPeChByyyUH_Ywdc2P5RgKo54e1sNYcsVel3ALoVrT2JTuSxhghrT5m3y5pxl0a0hh9aXDC4b5QaVJoPE6ecjPHUhZqQk5js8c50jSX5i7ON42vtzL5GYcD-5q9CDgUenOYT9iPz5-uzs43F9-_fD07vdh4xbt5o3vOWyQKhLsQpAi1JgOoW5DcoBFBGuis7blAY0KvdC93ILTqeWsC6U6esI9_vPtlN1Lva0kZB7fPccR87xJG9__JFG_cdfrlOLS6E8pWw_uDIaefC5XZjbF4GgacKC3Fic6AtUooVdF3j9DbtOTap5XqQCvTaf6PusaBXJxCqg_7VepOTXUBSL26tk9QdfRU258mCrHuP3XB51RKpvD3kxzcmr-r-bs1f_eQv_wNagSg_A</recordid><startdate>20231101</startdate><enddate>20231101</enddate><creator>Kang, Chunbo</creator><creator>Zhang, Jie</creator><creator>Xue, Mei</creator><creator>Li, Xiaowei</creator><creator>Ding, Danyang</creator><creator>Wang, Ye</creator><creator>Jiang, Shujing</creator><creator>Chu, Fong-Fong</creator><creator>Gao, Qiang</creator><creator>Zhang, Mengqiao</creator><general>Spandidos Publications</general><general>Spandidos Publications UK Ltd</general><general>D.A. 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Metabolomics has been used to study CRC. At present, the reprogramming of the metabolism in CRC remains to be fully elucidated. In the present study, comprehensive untargeted metabolomics analysis was performed on the paired CRC tissues and adjacent normal tissues from patients with CRC (n=35) using ultra-high-performance liquid chromatography-mass spectrometry. Subsequently, bioinformatic analysis was performed on the differentially expressed metabolites. The changes in these differential metabolites were compared among groups of patients based on sex, anatomical tumor location, grade of tumor differentiation and stage of disease. A total of 927 metabolites were detected in the tissue samples, and 24 metabolites in the CRC tissue were significantly different compared with the adjacent normal tissue. The present study revealed that the levels of three amino acid metabolites were increased in the CRC tissue, specifically, N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, cyclo(Glu-Glu) and cyclo(Phe-Glu). The metabolites with decreased levels in the CRC tissue included quinaldic acid (also referred to as quinoline-2-carboxilic acid), 17[alpha]- and 17[beta]-estradioll, which are associated with tumor suppression activities, as well as other metabolites such as, anhydro-[beta]-glucose, Asp-Arg, lysophosphatidylcholine, lysophosphatidylethanolamine (lysoPE), lysophosphatidylinositol, carnitine, 5'-deoxy-5'-(methylthio) adenosine, 2'-deoxyinosine-5'-monophosphate and thiamine monophosphate. There was no difference in the levels of the differential metabolites between male and female patients. The differentiation of CRC also showed no impact on the levels of the differential metabolites. The levels of lysoPE were increased in the right side of the colon compared with the left side of the colon and rectum. Analysis of the different tumor stages indicated that 2-aminobenzenesulfonic acid, P-sulfanilic acid and quinoline-4-carboxylic acid were decreased in stage I CRC tissue compared with stage II, III and IV CRC tissue. The levels of N-[alpha]-acetyl-[epsilon]-(2-propenal)-Lys, methylcysteine and 5'-deoxy-5'-(methylthio) adenosine varied at different stages of tumorigenesis. These differential metabolites were implicated in multiple metabolism pathways, including carbohydrate, amino acid, lipid, nucleotide and hormone. In conclusion, the present study demonstrated that CRC tumors had altered metabolites compared with normal tissue. The data from the metabolic profile of CRC tissues in the present study provided supportive evidence to understand tumorigenesis. Key words: colorectal cancer, mass spectrometry, metabolites, tissue metabolomics, ultra-high-performance liquid chromatography</abstract><cop>Athens</cop><pub>Spandidos Publications</pub><pmid>37772396</pmid><doi>10.3892/mmr.2023.13106</doi><oa>free_for_read</oa></addata></record>
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subjects 17β-Estradiol
Amino acids
Cancer
Carbohydrate metabolism
Carboxylic acids
Care and treatment
Carnitine
Cell metabolism
Chromatography
Colonoscopy
Colorectal cancer
Colorectal carcinoma
Development and progression
Discriminant analysis
Epigenetics
Gene expression
Genetic aspects
Genotype
Health aspects
High-performance liquid chromatography
Lysophosphatidylcholine
Mass spectroscopy
Medical prognosis
Metabolism
Metabolites
Metabolomics
Software
Statistical analysis
Sulfanilic acid
Tumor suppression
Tumorigenesis
title Metabolomics analyses of cancer tissue from patients with colorectal cancer
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