Urinary metabolomics reveals potential biomarkers for early detection of pregnancy in Mithun (Bos frontalis) cows

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-15 DOI:10.1016/j.jprot.2024.105259
Suman Sangwan , R. Vikram , Ekta Hooda , Renu Choudhary , Jyoti Jawla , Y.M. Somagond , Sunesh Balhara , S.K. Phulia , M.H. Khan , P.S. Girish , T.K. Datta , A. Mitra , A.K. Balhara
{"title":"Urinary metabolomics reveals potential biomarkers for early detection of pregnancy in Mithun (Bos frontalis) cows","authors":"Suman Sangwan ,&nbsp;R. Vikram ,&nbsp;Ekta Hooda ,&nbsp;Renu Choudhary ,&nbsp;Jyoti Jawla ,&nbsp;Y.M. Somagond ,&nbsp;Sunesh Balhara ,&nbsp;S.K. Phulia ,&nbsp;M.H. Khan ,&nbsp;P.S. Girish ,&nbsp;T.K. Datta ,&nbsp;A. Mitra ,&nbsp;A.K. Balhara","doi":"10.1016/j.jprot.2024.105259","DOIUrl":null,"url":null,"abstract":"<div><p>The present study investigated the urinary metabolic profiles of early pregnant and non-pregnant Mithun to identify potential pregnancy detection biomarkers. Urine samples were collected on days 0, 10, 18, 35 and 45 of gestation from pregnant (<em>n</em> = 6) and on days 0, 10 and 18 from non-pregnant (n = 6) Mithun. Urinary metabolites were assessed using proton nuclear magnetic resonance (<sup>1</sup>H NMR) spectroscopy and identified 270 metabolites. Statistical analyses demonstrated pronounced distinctions in metabolite profiles between pregnant and non-pregnant samples. Twenty-five metabolites that could discriminate between pregnant and non-pregnant Mithun based on Variable Importance in Projection (VIP) scores &gt;1 were identified. Upon further examination of six metabolites (kynurenine, kynurenate, 3-hydroxykynurenine, quinolinate, tyrosine and leucine) identified with high VIP scores, ROC curve analyses demonstrated their significant predictive potential, with AUC values ranging between 0.50 and 0.85. Additionally, a combined panel of top 25 metabolites yielded an AUC value of 0.85. Pathway analysis identified seven potential metabolic pathway modulations during early gestation, with particular emphasis on phenylalanine, tyrosine and tryptophan biosynthesis, tryptophan pathway and pathways involved in the metabolism of various amino acids. In conclusion, kynurenine, kynurenate, 3-hydroxykynurenine, quinolinate, tyrosine, and leucine show promise as non-invasive urinary biomarkers for early pregnancy detection in Mithun.</p></div><div><h3>Significance</h3><p>This study presents the first report on the metabolic profile of urine from early pregnant and non-pregnant Mithun (<em>Bos frontalis</em>). The metabolites like <strong>kynurenine</strong> and its derivatives <strong>(kynurenate, 3-hydroxykynurenine and quinolinate)</strong>, <strong>tyrosine and leucine</strong> were documented signature urinary metabolites associated with early pregnancy in Mithun. The identified combination of metabolites holds promise as predictive biomarkers for non-invasive urinary-based early pregnancy diagnostics in Mithun. In addition, this study identified changes in metabolic pathways that involve phenylalanine, tyrosine, tryptophan and related amino acids and biomarkers identified were either precursors or products within these metabolic pathways.</p></div>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S187439192400191X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0

Abstract

The present study investigated the urinary metabolic profiles of early pregnant and non-pregnant Mithun to identify potential pregnancy detection biomarkers. Urine samples were collected on days 0, 10, 18, 35 and 45 of gestation from pregnant (n = 6) and on days 0, 10 and 18 from non-pregnant (n = 6) Mithun. Urinary metabolites were assessed using proton nuclear magnetic resonance (1H NMR) spectroscopy and identified 270 metabolites. Statistical analyses demonstrated pronounced distinctions in metabolite profiles between pregnant and non-pregnant samples. Twenty-five metabolites that could discriminate between pregnant and non-pregnant Mithun based on Variable Importance in Projection (VIP) scores >1 were identified. Upon further examination of six metabolites (kynurenine, kynurenate, 3-hydroxykynurenine, quinolinate, tyrosine and leucine) identified with high VIP scores, ROC curve analyses demonstrated their significant predictive potential, with AUC values ranging between 0.50 and 0.85. Additionally, a combined panel of top 25 metabolites yielded an AUC value of 0.85. Pathway analysis identified seven potential metabolic pathway modulations during early gestation, with particular emphasis on phenylalanine, tyrosine and tryptophan biosynthesis, tryptophan pathway and pathways involved in the metabolism of various amino acids. In conclusion, kynurenine, kynurenate, 3-hydroxykynurenine, quinolinate, tyrosine, and leucine show promise as non-invasive urinary biomarkers for early pregnancy detection in Mithun.

Significance

This study presents the first report on the metabolic profile of urine from early pregnant and non-pregnant Mithun (Bos frontalis). The metabolites like kynurenine and its derivatives (kynurenate, 3-hydroxykynurenine and quinolinate), tyrosine and leucine were documented signature urinary metabolites associated with early pregnancy in Mithun. The identified combination of metabolites holds promise as predictive biomarkers for non-invasive urinary-based early pregnancy diagnostics in Mithun. In addition, this study identified changes in metabolic pathways that involve phenylalanine, tyrosine, tryptophan and related amino acids and biomarkers identified were either precursors or products within these metabolic pathways.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
尿液代谢组学揭示了用于早期检测密蒙(Bos frontalis)奶牛妊娠的潜在生物标志物。
本研究调查了早期妊娠和非妊娠米顿动物的尿液代谢图谱,以确定潜在的妊娠检测生物标记物。在妊娠期的第 0、10、18、35 和 45 天收集了怀孕(n = 6)和未怀孕(n = 6)米屯的尿液样本。使用质子核磁共振(1H NMR)光谱评估了尿液中的代谢物,确定了 270 种代谢物。统计分析显示,怀孕样本和非怀孕样本的代谢物特征有明显区别。根据预测变量重要性(VIP)评分大于 1,确定了 25 种代谢物可区分怀孕和未怀孕的 Mithun。在对 VIP 分数较高的六种代谢物(犬尿氨酸、犬尿酸盐、3-羟基犬尿氨酸、喹啉酸盐、酪氨酸和亮氨酸)进行进一步检查后,ROC 曲线分析表明它们具有显著的预测潜力,AUC 值介于 0.50 和 0.85 之间。此外,前 25 种代谢物的组合得出的 AUC 值为 0.85。通路分析确定了妊娠早期七种潜在的代谢通路调节,尤其侧重于苯丙氨酸、酪氨酸和色氨酸的生物合成、色氨酸通路以及涉及各种氨基酸代谢的通路。总之,犬尿氨酸、犬尿酸盐、3-羟基犬尿氨酸、喹啉酸盐、酪氨酸和亮氨酸有望作为非侵入性尿液生物标志物,用于米通族早孕检测。意义:本研究首次报道了早孕和非早孕密斯顿(Bos frontalis)尿液的代谢概况。据记录,犬尿氨酸及其衍生物(犬尿酸盐、3-羟基犬尿氨酸和喹啉酸盐)、酪氨酸和亮氨酸等代谢物是与米唐牛早孕相关的标志性尿液代谢物。所发现的代谢物组合有望成为米顿人基于尿液的无创早孕诊断的预测性生物标记物。此外,这项研究还确定了涉及苯丙氨酸、酪氨酸、色氨酸和相关氨基酸的代谢途径的变化,确定的生物标志物要么是这些代谢途径的前体,要么是其产物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊最新文献
A Systematic Review of Sleep Disturbance in Idiopathic Intracranial Hypertension. Advancing Patient Education in Idiopathic Intracranial Hypertension: The Promise of Large Language Models. Anti-Myelin-Associated Glycoprotein Neuropathy: Recent Developments. Approach to Managing the Initial Presentation of Multiple Sclerosis: A Worldwide Practice Survey. Association Between LACE+ Index Risk Category and 90-Day Mortality After Stroke.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1