Urine and serum metabolic profiling combined with machine learning for autoimmune disease discrimination and classification-Reference-Cited by-同舟云学术

Urine and serum metabolic profiling combined with machine learning for autoimmune disease discrimination and classification

Published:2023 Issue:65 Volume:59 Page:9852-9855
ISSN:1359-7345
Container-title:Chemical Communications
language:en
Short-container-title:Chem. Commun.

Author:

Du Qiuyao¹²,Wang Xiao¹²,Chen Junyu¹²,Xiong Caiqiao¹²^ORCID,Liu Wenlan³,Liu Jianfeng⁴,Liu Huihui¹²,Jiang Lixia⁴,Nie Zongxiu¹²^ORCID

Affiliation:

1. Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China

2. University of Chinese Academy of Sciences, Beijing 100049, China

3. The Center for Medical Genetics & Molecular Diagnosis, Shenzhen Second People's Hospital/the First Affiliated Hospital of Shenzhen University Health Sciences Center, Shenzhen 518035, China

4. Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi Province 341000, China

Abstract

MALDI-MS metabolic patterns of urine and serum combined with machine learning achieved the rapid discrimination and classification of autoimmune diseases, and the metabolic disorders caused by the diseases were also investigated.

Funder

National Natural Science Foundation of China

Publisher

Royal Society of Chemistry (RSC)

Subject

Materials Chemistry,Metals and Alloys,Surfaces, Coatings and Films,General Chemistry,Ceramics and Composites,Electronic, Optical and Magnetic Materials,Catalysis

Link

http://pubs.rsc.org/en/content/articlepdf/2023/CC/D3CC01861J

Reference31 articles.

1. The roles of adenosine deaminase in autoimmune diseases

2. Cysteine carboxyethylation generates neoantigens to induce HLA-restricted autoimmunity

3. Droplet-based forward genetic screening of astrocyte–microglia cross-talk

4. Urinary and plasma metabolite differences detected by HPLC-ESI-QTOF-MS in systemic sclerosis patients

5. Epidemiology of Ocular Manifestations in Autoimmune Disease

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