Loading…

The Effects of Rumen-Protected Choline and Rumen-Protected Nicotinamide on Liver Transcriptomics in Periparturient Dairy Cows

To investigate the effects of rumen-protected choline (RPC) and rumen-protected nicotinamide (RPM) on liver metabolic function based on transcriptome in periparturient dairy cows, 10 healthy Holstein dairy cows with similar parity were allocated to RPC and RPM groups ( = 5). The cows were fed experi...

Full description

Saved in:
Bibliographic Details
Published in:Metabolites 2023-04, Vol.13 (5), p.594
Main Authors: Du, Xue'er, Cui, Zhijie, Zhang, Rui, Zhao, Keliang, Wang, Lamei, Yao, Junhu, Liu, Shimin, Cai, Chuanjiang, Cao, Yangchun
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3
cites cdi_FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3
container_end_page
container_issue 5
container_start_page 594
container_title Metabolites
container_volume 13
creator Du, Xue'er
Cui, Zhijie
Zhang, Rui
Zhao, Keliang
Wang, Lamei
Yao, Junhu
Liu, Shimin
Cai, Chuanjiang
Cao, Yangchun
description To investigate the effects of rumen-protected choline (RPC) and rumen-protected nicotinamide (RPM) on liver metabolic function based on transcriptome in periparturient dairy cows, 10 healthy Holstein dairy cows with similar parity were allocated to RPC and RPM groups ( = 5). The cows were fed experimental diets between 14 days before and 21 days after parturition. The RPC diet contained 60 g RPC per day, and the RPM diet contained 18.7 g RPM per day. Liver biopsies were taken 21 days after calving for the transcriptome analysis. A model of fat deposition hepatocytes was constructed using the LO2 cell line with the addition of NEFA (1.6 mmol/L), and the expression level of genes closely related to liver metabolism was validated and divided into a CHO group (75 μmol/L) and a NAM group (2 mmol/L). The results showed that the expression of a total of 11,023 genes was detected and clustered obviously between the RPC and RPM groups. These genes were assigned to 852 Gene Ontology terms, the majority of which were associated with biological process and molecular function. A total of 1123 differentially expressed genes (DEGs), 640 up-regulated and 483 down-regulated, were identified between the RPC and RPM groups. These DEGs were mainly correlated with fat metabolism, oxidative stress and some inflammatory pathways. In addition, compared with the NAM group, the gene expression level of , , , , , and in the CHO group increased significantly ( < 0.05). We proposed that that RPC could play a prominent role in the liver metabolism of periparturient dairy cows by regulating metabolic processes such as fatty acid synthesis and metabolism and glucose metabolism; yet, RPM was more involved in biological processes such as the TCA cycle, ATP generation and inflammatory signaling.
doi_str_mv 10.3390/metabo13050594
format article
fullrecord <record><control><sourceid>gale_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_76335c3f061a410eb2b6ee304b38eaf4</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A750992043</galeid><doaj_id>oai_doaj_org_article_76335c3f061a410eb2b6ee304b38eaf4</doaj_id><sourcerecordid>A750992043</sourcerecordid><originalsourceid>FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3</originalsourceid><addsrcrecordid>eNptks9vFCEUxydGY5vaq0dD4sXLVH7NDJxMs1bbZKONWc-EgccumxlYYaamB_936Q9rVwsH4L3v-8B7vKp6TfAJYxK_H2HSfSQMN7iR_Fl1SCkRNZFCPn-0P6iOc97iMlrcdJi8rA5YRxlrWXNY_VptAJ05B2bKKDr0bR4h1JcpTsUCFi02cfABkA72P98Xb-Lkgx69BRQDWvorSGiVdMgm-d0UR28y8gFdQjnqNM3JQ5jQR-3TNVrEn_lV9cLpIcPx_XpUff90tlqc18uvny8Wp8vaNA2dakq4xsK2HReOaNZKIQRrey6ASguagcC9ZW1nLXQWnOBSGw3CaekAS-zYUXVxx7VRb9Uu-VGnaxW1V7eGmNaqPM-bAVTXMtYY5nBLNCcYetq3AAzzngnQjhfWhzvWbu5HsKZklPSwB933BL9R63ilCKZlkK4Q3t0TUvwxQ57U6LOBYdAB4pwVFRRj2nJMivTtP9JtnFMotSoqIjnnmDd_VWtdMvDBxXKxuYGq067BUlLMWVGdPKEq00L5qBjA-WJ_KsCkmHMC95AkweqmAdV-A5aAN49L8yD_027sN69Z14g</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2819444045</pqid></control><display><type>article</type><title>The Effects of Rumen-Protected Choline and Rumen-Protected Nicotinamide on Liver Transcriptomics in Periparturient Dairy Cows</title><source>Publicly Available Content Database</source><source>PubMed Central</source><creator>Du, Xue'er ; Cui, Zhijie ; Zhang, Rui ; Zhao, Keliang ; Wang, Lamei ; Yao, Junhu ; Liu, Shimin ; Cai, Chuanjiang ; Cao, Yangchun</creator><creatorcontrib>Du, Xue'er ; Cui, Zhijie ; Zhang, Rui ; Zhao, Keliang ; Wang, Lamei ; Yao, Junhu ; Liu, Shimin ; Cai, Chuanjiang ; Cao, Yangchun</creatorcontrib><description>To investigate the effects of rumen-protected choline (RPC) and rumen-protected nicotinamide (RPM) on liver metabolic function based on transcriptome in periparturient dairy cows, 10 healthy Holstein dairy cows with similar parity were allocated to RPC and RPM groups ( = 5). The cows were fed experimental diets between 14 days before and 21 days after parturition. The RPC diet contained 60 g RPC per day, and the RPM diet contained 18.7 g RPM per day. Liver biopsies were taken 21 days after calving for the transcriptome analysis. A model of fat deposition hepatocytes was constructed using the LO2 cell line with the addition of NEFA (1.6 mmol/L), and the expression level of genes closely related to liver metabolism was validated and divided into a CHO group (75 μmol/L) and a NAM group (2 mmol/L). The results showed that the expression of a total of 11,023 genes was detected and clustered obviously between the RPC and RPM groups. These genes were assigned to 852 Gene Ontology terms, the majority of which were associated with biological process and molecular function. A total of 1123 differentially expressed genes (DEGs), 640 up-regulated and 483 down-regulated, were identified between the RPC and RPM groups. These DEGs were mainly correlated with fat metabolism, oxidative stress and some inflammatory pathways. In addition, compared with the NAM group, the gene expression level of , , , , , and in the CHO group increased significantly ( &lt; 0.05). We proposed that that RPC could play a prominent role in the liver metabolism of periparturient dairy cows by regulating metabolic processes such as fatty acid synthesis and metabolism and glucose metabolism; yet, RPM was more involved in biological processes such as the TCA cycle, ATP generation and inflammatory signaling.</description><identifier>ISSN: 2218-1989</identifier><identifier>EISSN: 2218-1989</identifier><identifier>DOI: 10.3390/metabo13050594</identifier><identifier>PMID: 37233635</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Binomial distribution ; Biopsy ; Cholesterol ; Choline ; Dairy cattle ; Diet ; Discriminant analysis ; Fat metabolism ; Gene expression ; Glucose metabolism ; Health aspects ; Hepatocytes ; Immune system ; Inflammation ; Laboratory animals ; Lipids ; Liver ; metabolic syndrome ; Metabolism ; Metabolites ; Milk ; Nicotinamide ; Oxidative metabolism ; Oxidative stress ; Parturition ; perinatal cows ; Rumen ; rumen-protected choline ; rumen-protected nicotinamide ; Transcriptomes ; Transcriptomics ; Tricarboxylic acid cycle</subject><ispartof>Metabolites, 2023-04, Vol.13 (5), p.594</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. 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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 by the authors. 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3</citedby><cites>FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3</cites><orcidid>0000-0003-1033-2909</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2819444045/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2819444045?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37233635$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Du, Xue'er</creatorcontrib><creatorcontrib>Cui, Zhijie</creatorcontrib><creatorcontrib>Zhang, Rui</creatorcontrib><creatorcontrib>Zhao, Keliang</creatorcontrib><creatorcontrib>Wang, Lamei</creatorcontrib><creatorcontrib>Yao, Junhu</creatorcontrib><creatorcontrib>Liu, Shimin</creatorcontrib><creatorcontrib>Cai, Chuanjiang</creatorcontrib><creatorcontrib>Cao, Yangchun</creatorcontrib><title>The Effects of Rumen-Protected Choline and Rumen-Protected Nicotinamide on Liver Transcriptomics in Periparturient Dairy Cows</title><title>Metabolites</title><addtitle>Metabolites</addtitle><description>To investigate the effects of rumen-protected choline (RPC) and rumen-protected nicotinamide (RPM) on liver metabolic function based on transcriptome in periparturient dairy cows, 10 healthy Holstein dairy cows with similar parity were allocated to RPC and RPM groups ( = 5). The cows were fed experimental diets between 14 days before and 21 days after parturition. The RPC diet contained 60 g RPC per day, and the RPM diet contained 18.7 g RPM per day. Liver biopsies were taken 21 days after calving for the transcriptome analysis. A model of fat deposition hepatocytes was constructed using the LO2 cell line with the addition of NEFA (1.6 mmol/L), and the expression level of genes closely related to liver metabolism was validated and divided into a CHO group (75 μmol/L) and a NAM group (2 mmol/L). The results showed that the expression of a total of 11,023 genes was detected and clustered obviously between the RPC and RPM groups. These genes were assigned to 852 Gene Ontology terms, the majority of which were associated with biological process and molecular function. A total of 1123 differentially expressed genes (DEGs), 640 up-regulated and 483 down-regulated, were identified between the RPC and RPM groups. These DEGs were mainly correlated with fat metabolism, oxidative stress and some inflammatory pathways. In addition, compared with the NAM group, the gene expression level of , , , , , and in the CHO group increased significantly ( &lt; 0.05). We proposed that that RPC could play a prominent role in the liver metabolism of periparturient dairy cows by regulating metabolic processes such as fatty acid synthesis and metabolism and glucose metabolism; yet, RPM was more involved in biological processes such as the TCA cycle, ATP generation and inflammatory signaling.</description><subject>Binomial distribution</subject><subject>Biopsy</subject><subject>Cholesterol</subject><subject>Choline</subject><subject>Dairy cattle</subject><subject>Diet</subject><subject>Discriminant analysis</subject><subject>Fat metabolism</subject><subject>Gene expression</subject><subject>Glucose metabolism</subject><subject>Health aspects</subject><subject>Hepatocytes</subject><subject>Immune system</subject><subject>Inflammation</subject><subject>Laboratory animals</subject><subject>Lipids</subject><subject>Liver</subject><subject>metabolic syndrome</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Milk</subject><subject>Nicotinamide</subject><subject>Oxidative metabolism</subject><subject>Oxidative stress</subject><subject>Parturition</subject><subject>perinatal cows</subject><subject>Rumen</subject><subject>rumen-protected choline</subject><subject>rumen-protected nicotinamide</subject><subject>Transcriptomes</subject><subject>Transcriptomics</subject><subject>Tricarboxylic acid cycle</subject><issn>2218-1989</issn><issn>2218-1989</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptks9vFCEUxydGY5vaq0dD4sXLVH7NDJxMs1bbZKONWc-EgccumxlYYaamB_936Q9rVwsH4L3v-8B7vKp6TfAJYxK_H2HSfSQMN7iR_Fl1SCkRNZFCPn-0P6iOc97iMlrcdJi8rA5YRxlrWXNY_VptAJ05B2bKKDr0bR4h1JcpTsUCFi02cfABkA72P98Xb-Lkgx69BRQDWvorSGiVdMgm-d0UR28y8gFdQjnqNM3JQ5jQR-3TNVrEn_lV9cLpIcPx_XpUff90tlqc18uvny8Wp8vaNA2dakq4xsK2HReOaNZKIQRrey6ASguagcC9ZW1nLXQWnOBSGw3CaekAS-zYUXVxx7VRb9Uu-VGnaxW1V7eGmNaqPM-bAVTXMtYY5nBLNCcYetq3AAzzngnQjhfWhzvWbu5HsKZklPSwB933BL9R63ilCKZlkK4Q3t0TUvwxQ57U6LOBYdAB4pwVFRRj2nJMivTtP9JtnFMotSoqIjnnmDd_VWtdMvDBxXKxuYGq067BUlLMWVGdPKEq00L5qBjA-WJ_KsCkmHMC95AkweqmAdV-A5aAN49L8yD_027sN69Z14g</recordid><startdate>20230426</startdate><enddate>20230426</enddate><creator>Du, Xue'er</creator><creator>Cui, Zhijie</creator><creator>Zhang, Rui</creator><creator>Zhao, Keliang</creator><creator>Wang, Lamei</creator><creator>Yao, Junhu</creator><creator>Liu, Shimin</creator><creator>Cai, Chuanjiang</creator><creator>Cao, Yangchun</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QR</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-1033-2909</orcidid></search><sort><creationdate>20230426</creationdate><title>The Effects of Rumen-Protected Choline and Rumen-Protected Nicotinamide on Liver Transcriptomics in Periparturient Dairy Cows</title><author>Du, Xue'er ; Cui, Zhijie ; Zhang, Rui ; Zhao, Keliang ; Wang, Lamei ; Yao, Junhu ; Liu, Shimin ; Cai, Chuanjiang ; Cao, Yangchun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Binomial distribution</topic><topic>Biopsy</topic><topic>Cholesterol</topic><topic>Choline</topic><topic>Dairy cattle</topic><topic>Diet</topic><topic>Discriminant analysis</topic><topic>Fat metabolism</topic><topic>Gene expression</topic><topic>Glucose metabolism</topic><topic>Health aspects</topic><topic>Hepatocytes</topic><topic>Immune system</topic><topic>Inflammation</topic><topic>Laboratory animals</topic><topic>Lipids</topic><topic>Liver</topic><topic>metabolic syndrome</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Milk</topic><topic>Nicotinamide</topic><topic>Oxidative metabolism</topic><topic>Oxidative stress</topic><topic>Parturition</topic><topic>perinatal cows</topic><topic>Rumen</topic><topic>rumen-protected choline</topic><topic>rumen-protected nicotinamide</topic><topic>Transcriptomes</topic><topic>Transcriptomics</topic><topic>Tricarboxylic acid cycle</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Du, Xue'er</creatorcontrib><creatorcontrib>Cui, Zhijie</creatorcontrib><creatorcontrib>Zhang, Rui</creatorcontrib><creatorcontrib>Zhao, Keliang</creatorcontrib><creatorcontrib>Wang, Lamei</creatorcontrib><creatorcontrib>Yao, Junhu</creatorcontrib><creatorcontrib>Liu, Shimin</creatorcontrib><creatorcontrib>Cai, Chuanjiang</creatorcontrib><creatorcontrib>Cao, Yangchun</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Chemoreception Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Biological Sciences</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Metabolites</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Du, Xue'er</au><au>Cui, Zhijie</au><au>Zhang, Rui</au><au>Zhao, Keliang</au><au>Wang, Lamei</au><au>Yao, Junhu</au><au>Liu, Shimin</au><au>Cai, Chuanjiang</au><au>Cao, Yangchun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Effects of Rumen-Protected Choline and Rumen-Protected Nicotinamide on Liver Transcriptomics in Periparturient Dairy Cows</atitle><jtitle>Metabolites</jtitle><addtitle>Metabolites</addtitle><date>2023-04-26</date><risdate>2023</risdate><volume>13</volume><issue>5</issue><spage>594</spage><pages>594-</pages><issn>2218-1989</issn><eissn>2218-1989</eissn><abstract>To investigate the effects of rumen-protected choline (RPC) and rumen-protected nicotinamide (RPM) on liver metabolic function based on transcriptome in periparturient dairy cows, 10 healthy Holstein dairy cows with similar parity were allocated to RPC and RPM groups ( = 5). The cows were fed experimental diets between 14 days before and 21 days after parturition. The RPC diet contained 60 g RPC per day, and the RPM diet contained 18.7 g RPM per day. Liver biopsies were taken 21 days after calving for the transcriptome analysis. A model of fat deposition hepatocytes was constructed using the LO2 cell line with the addition of NEFA (1.6 mmol/L), and the expression level of genes closely related to liver metabolism was validated and divided into a CHO group (75 μmol/L) and a NAM group (2 mmol/L). The results showed that the expression of a total of 11,023 genes was detected and clustered obviously between the RPC and RPM groups. These genes were assigned to 852 Gene Ontology terms, the majority of which were associated with biological process and molecular function. A total of 1123 differentially expressed genes (DEGs), 640 up-regulated and 483 down-regulated, were identified between the RPC and RPM groups. These DEGs were mainly correlated with fat metabolism, oxidative stress and some inflammatory pathways. In addition, compared with the NAM group, the gene expression level of , , , , , and in the CHO group increased significantly ( &lt; 0.05). We proposed that that RPC could play a prominent role in the liver metabolism of periparturient dairy cows by regulating metabolic processes such as fatty acid synthesis and metabolism and glucose metabolism; yet, RPM was more involved in biological processes such as the TCA cycle, ATP generation and inflammatory signaling.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>37233635</pmid><doi>10.3390/metabo13050594</doi><orcidid>https://orcid.org/0000-0003-1033-2909</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2218-1989
ispartof Metabolites, 2023-04, Vol.13 (5), p.594
issn 2218-1989
2218-1989
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_76335c3f061a410eb2b6ee304b38eaf4
source Publicly Available Content Database; PubMed Central
subjects Binomial distribution
Biopsy
Cholesterol
Choline
Dairy cattle
Diet
Discriminant analysis
Fat metabolism
Gene expression
Glucose metabolism
Health aspects
Hepatocytes
Immune system
Inflammation
Laboratory animals
Lipids
Liver
metabolic syndrome
Metabolism
Metabolites
Milk
Nicotinamide
Oxidative metabolism
Oxidative stress
Parturition
perinatal cows
Rumen
rumen-protected choline
rumen-protected nicotinamide
Transcriptomes
Transcriptomics
Tricarboxylic acid cycle
title The Effects of Rumen-Protected Choline and Rumen-Protected Nicotinamide on Liver Transcriptomics in Periparturient Dairy Cows
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-20T07%3A14%3A00IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20Effects%20of%20Rumen-Protected%20Choline%20and%20Rumen-Protected%20Nicotinamide%20on%20Liver%20Transcriptomics%20in%20Periparturient%20Dairy%20Cows&rft.jtitle=Metabolites&rft.au=Du,%20Xue'er&rft.date=2023-04-26&rft.volume=13&rft.issue=5&rft.spage=594&rft.pages=594-&rft.issn=2218-1989&rft.eissn=2218-1989&rft_id=info:doi/10.3390/metabo13050594&rft_dat=%3Cgale_doaj_%3EA750992043%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c552t-214a08d6748f1a36988836b48e29dea3e80bd367dde7def849acae8fa9fe090f3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2819444045&rft_id=info:pmid/37233635&rft_galeid=A750992043&rfr_iscdi=true