期刊名： Metabolites

期刊主页： https://www.mdpi.com/journal/metabolites

我们很高兴与您分享 Metabolites 期刊“生物信息学与数据分析”栏目在2024–2025年发表的部分高引文章。此外，我们还精选了该领域目前开放投稿的热点特刊，希望能为各位学者提供新的思路和参考，欢迎阅读。

“生物信息学与数据分析”栏目致力于发表代谢组学数据生物信息学与数据分析领域的创新研究，涵盖代谢组学数据分析、代谢物鉴定、计算代谢组学、机器学习方法、数据可视化、通路分析及代谢建模等方向。有关本栏目的更多信息，请访问以下网站：

https://www.mdpi.com/journal/metabolites/sections/bioinformatics-data-analysis

精选文章列表：

1. “A Comprehensive LC–MS Metabolomics Assay for Quantitative Analysis of Serum and Plasma”

“用于血清与血浆定量分析的全面LC-MS代谢组学方法”

Lun Zhang, Jiamin Zheng, Mathew Johnson, Rupasri Mandal, Meryl Cruz, Miriam Martínez-Huélamo, Cristina Andres-Lacueva, David S. Wishart

https://www.mdpi.com/2218-1989/14/11/622

2. “Explainable AI to Facilitate Understanding of Neural Network-Based Metabolite Profiling Using NMR Spectroscopy”

“可解释人工智能助力基于NMR波谱的神经网络代谢物谱理解”

Hayden Johnson, Aaryani Tipirneni-Sajja

https://www.mdpi.com/2218-1989/14/6/332

3. “Implementation of FAIR Practices in Computational Metabolomics Workflows—A Case Study”

“计算代谢组学工作流中FAIR实践的实施——案例研究”

Mahnoor Zulfiqar, Michael R. Crusoe, Birgitta König-Ries, Christoph Steinbeck, Kristian Peters, Luiz Gadelha

https://www.mdpi.com/2218-1989/14/2/118

4. “Integrating TCGA and Single-Cell Sequencing Data for Hepatocellular Carcinoma: A Novel Glycosylation (GLY)/Tumor Microenvironment (TME) Classifier to Predict Prognosis and Immunotherapy Response”

“整合TCGA与单细胞测序数据用于肝细胞癌：新型糖基化/肿瘤微环境分类器预测预后与免疫治疗反应”

Yun Wu, Jiaru Chen, Riting Zhu, Guoliang Huang, Jincheng Zeng, Hongbing Yu, Zhiwei He, Cuifang Han

https://www.mdpi.com/2218-1989/14/1/51

5. “Temperature Dependence of Platelet Metabolism”

“血小板代谢的温度依赖性”

Freyr Jóhannsson, James T. Yurkovich, Steinn Guðmundsson, Ólafur E. Sigurjónsson, Óttar Rolfsson

https://www.mdpi.com/2218-1989/14/2/91

6. “Analysis of In Vivo Plant Volatiles Using Active Sampling and TD-GC×GC-TOFMS”

“基于主动采样与热脱附-全二维气相色谱-飞行时间质谱的植物挥发性有机物活体分析”

Sheri A. Schmidt, Ewenet Yemane Mesfin, Chaminda De Silva Weeraddana, A. Paulina de la Mata, Alejandro C. Costamagna, James J. Harynuk

https://www.mdpi.com/2218-1989/14/11/623

7. “Advanced Machine Learning for Comparative Synovial Fluid Analysis in Osteoarthritis and Rheumatoid Arthritis”

“骨关节炎与类风湿关节炎滑液比较分析的高级机器学习方法”

Karolina Krystyna Kopec, Gabrieleanselmo Uccheddu, Pawel Chodnicki, Antonio Noto, Cristina Piras, Martina Spada, Luigi Atzori, Vassilios Fanos

https://www.mdpi.com/2218-1989/15/2/112

8. “A Comprehensive Comparison between Primary Liver Cancer and Liver Metastases through scRNA-Seq Data Analysis”

“基于单细胞RNA测序数据分析的原发性肝癌与肝转移瘤的全面比较”

Shuang Hao, Liqun Chen, Wenhui Du, Huiyan Sun

https://www.mdpi.com/2218-1989/14/2/90

9. “A Deep Mining Strategy for Peptide Rapid Identification in Lactobacillus reuteri Based on LC–MS/MS Integrated with FBMN and De Novo Sequencing”

“基于LC-MS/MS联合FBMN与从头测序的罗伊氏乳杆菌肽段快速鉴定深度挖掘策略”

Yilang Zuo, Shilin Gong, Li Zhang, Jie Zhou, Jian-Lin Wu, Na Li

https://www.mdpi.com/2218-1989/14/9/467

10. “Intra-Individual Variations in How Insulin Sensitivity Responds to Long-Term Exercise: Predictions by Machine Learning Based on Large-Scale Serum Proteomics”

“胰岛素敏感性对长期运动响应的个体内变异：基于大规模血清蛋白质组学的机器学习预测”

Jonas Krag Viken, Thomas Olsen, Christian André Drevon, Marit Hjorth, Kåre Inge Birkeland, Frode Norheim, Sindre Lee-Ødegård

https://www.mdpi.com/2218-1989/14/6/335

开放投稿特刊：

1. “Mechanism-Aware Machine Learning in Metabolomics and Clinical Translation: Signatures, Pathways, and Patient Impact”

“代谢组学与临床转化中的机制感知机器学习：特征、通路与患者影响”

Guest Editor: Dr. Vasuk Gautam

Submission deadline: 31 July 2026

https://www.mdpi.com/journal/metabolites/special_issues/5U6XY23K6L

2. “Machine Learning in Metabolomics: Unlocking the Future of Data Analysis”

“代谢组学中的机器学习：开启数据分析的未来”

Guest Editors: Dr. Boryana Petrova, Dr. Arzu Tugce Guler

Submission deadline: 31 May 2026

https://www.mdpi.com/journal/metabolites/special_issues/6V7YZ34L7M

3. “Open-Source Software in Metabolomics, 2nd Edition”

“代谢组学中的开源软件，第2版”

Guest Editor: Prof. Dr. Seongho Kim

Submission deadline: 10 May 2026

https://www.mdpi.com/journal/metabolites/special_issues/7W8AZ45M8N

Metabolites期刊介绍

主编：Amedeo Lonardo, Azienda Ospedaliero-Universitaria, Italy

期刊致力于为研究代谢物与代谢相关的学者提供一个快速发表的平台，内容涵盖代谢组学、代谢生物化学、计算和系统生物学、生物技术和医学领域相关的代谢物以及代谢方面的研究。期刊在Web of Science Journal Citation Reports 数据库的Biochemistry and Molecular Biology分区中为 2 区。期刊5年 IF 为4.1。