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Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases

Most human diseases are systems diseases, and systems biomarkers are better fitted for diagnostic, prognostic, and treatment monitoring purposes. To search for systems biomarker candidates, lactate dehydrogenase (LDH), a housekeeping protein expressed in all living cells, was investigated. To this e...

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Autores principales: Wu, Yuling, Lu, Caixia, Pan, Nana, Zhang, Meng, An, Yi, Xu, Mengyuan, Zhang, Lijuan, Guo, Yachong, Tan, Lijuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217520/
https://www.ncbi.nlm.nih.gov/pubmed/34155288
http://dx.doi.org/10.1038/s41598-021-92430-6
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author Wu, Yuling
Lu, Caixia
Pan, Nana
Zhang, Meng
An, Yi
Xu, Mengyuan
Zhang, Lijuan
Guo, Yachong
Tan, Lijuan
author_facet Wu, Yuling
Lu, Caixia
Pan, Nana
Zhang, Meng
An, Yi
Xu, Mengyuan
Zhang, Lijuan
Guo, Yachong
Tan, Lijuan
author_sort Wu, Yuling
collection PubMed
description Most human diseases are systems diseases, and systems biomarkers are better fitted for diagnostic, prognostic, and treatment monitoring purposes. To search for systems biomarker candidates, lactate dehydrogenase (LDH), a housekeeping protein expressed in all living cells, was investigated. To this end, we analyzed the serum LDH activities from 172,933 patients with 48 clinically defined diseases and 9528 healthy individuals. Based on the median values, we found that 46 out of 48 diseases, leading by acute myocardial infarction, had significantly increased (p < 0.001), whereas gout and cerebral ischemia had significantly decreased (p < 0.001) serum LDH activities compared to the healthy control. Remarkably, hepatic encephalopathy and lung fibrosis had the highest AUCs (0.89, 0.80), sensitivities (0.73, 0.56), and specificities (0.90, 0.91) among 48 human diseases. Statistical analysis revealed that over-downregulation of serum LDH activities was associated with blood-related cancers and diseases. LDH activities were potential systems biomarker candidates (AUCs > 0.8) for hepatic encephalopathy and lung fibrosis.
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spelling pubmed-82175202021-06-22 Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases Wu, Yuling Lu, Caixia Pan, Nana Zhang, Meng An, Yi Xu, Mengyuan Zhang, Lijuan Guo, Yachong Tan, Lijuan Sci Rep Article Most human diseases are systems diseases, and systems biomarkers are better fitted for diagnostic, prognostic, and treatment monitoring purposes. To search for systems biomarker candidates, lactate dehydrogenase (LDH), a housekeeping protein expressed in all living cells, was investigated. To this end, we analyzed the serum LDH activities from 172,933 patients with 48 clinically defined diseases and 9528 healthy individuals. Based on the median values, we found that 46 out of 48 diseases, leading by acute myocardial infarction, had significantly increased (p < 0.001), whereas gout and cerebral ischemia had significantly decreased (p < 0.001) serum LDH activities compared to the healthy control. Remarkably, hepatic encephalopathy and lung fibrosis had the highest AUCs (0.89, 0.80), sensitivities (0.73, 0.56), and specificities (0.90, 0.91) among 48 human diseases. Statistical analysis revealed that over-downregulation of serum LDH activities was associated with blood-related cancers and diseases. LDH activities were potential systems biomarker candidates (AUCs > 0.8) for hepatic encephalopathy and lung fibrosis. Nature Publishing Group UK 2021-06-21 /pmc/articles/PMC8217520/ /pubmed/34155288 http://dx.doi.org/10.1038/s41598-021-92430-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Wu, Yuling
Lu, Caixia
Pan, Nana
Zhang, Meng
An, Yi
Xu, Mengyuan
Zhang, Lijuan
Guo, Yachong
Tan, Lijuan
Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
title Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
title_full Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
title_fullStr Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
title_full_unstemmed Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
title_short Serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
title_sort serum lactate dehydrogenase activities as systems biomarkers for 48 types of human diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217520/
https://www.ncbi.nlm.nih.gov/pubmed/34155288
http://dx.doi.org/10.1038/s41598-021-92430-6
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