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Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis
OBJECTIVE: Lupus nephritis (LN) is one of the most severe organ manifestations of systemic lupus erythematosus (SLE). Early identification of renal disease in SLE is important. Renal biopsy is currently recognized as the gold standard for diagnosing LN, however, it is invasive and inconvenient for d...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9946979/ https://www.ncbi.nlm.nih.gov/pubmed/36845141 http://dx.doi.org/10.3389/fimmu.2023.1077645 |
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author | Chen, Shanshan Zhang, Xiaoshan Meng, Kaifang Sun, Yifan Shu, Ruilu Han, Yan Feng, Qingxiu Li, Zhiyang Yang, Ping Liang, Jun |
author_facet | Chen, Shanshan Zhang, Xiaoshan Meng, Kaifang Sun, Yifan Shu, Ruilu Han, Yan Feng, Qingxiu Li, Zhiyang Yang, Ping Liang, Jun |
author_sort | Chen, Shanshan |
collection | PubMed |
description | OBJECTIVE: Lupus nephritis (LN) is one of the most severe organ manifestations of systemic lupus erythematosus (SLE). Early identification of renal disease in SLE is important. Renal biopsy is currently recognized as the gold standard for diagnosing LN, however, it is invasive and inconvenient for dynamic monitoring. Urine has been considered more promising and valuable than blood in identifying inflamed kidney tissue. Here, we determine whether the signatures of tRNA-derived small noncoding RNA (tsRNA) in urinary exosomes can serve as novel biomarkers for the diagnosis of LN. METHODS: tsRNA sequencing was performed in exosome extracted from pooled urine of 20 LN patients and 20 SLE without LN, and the top 10 upregulated tsRNAs were screened as candidate markers of LN. The candidate urinary exosomal tsRNAs were primarily elected by TaqMan probe-based quantitative reverse transcription-PCR (RT-PCR) in 40 samples (20 LN and 20 SLE without LN) in the training phase. In the validation phase, selected tsRNAs from the training phase were further confirmed in a larger cohort (54 LN patients and 39 SLE without LN). Receiver operating characteristic curve (ROC) analysis was conducted to evaluate the diagnostic efficacy. RESULTS: Upregulated levels of tRF3-Ile-AAT-1 and tiRNA5-Lys-CTT-1 in the urinary exosomes were observed in LN compared with SLE without LN (P < 0.0001 and P < 0.001) and healthy controls (P < 0.01 and P < 0.01), with the area under the curve (AUC) of 0.777 (95% CI: 0.681-0.874, sensitivity 79.63%, specificity 66.69%) and 0.715 (95% CI: 0.610-0.820, sensitivity 66.96%, specificity 76.92%) for discriminating LN from SLE without LN patients. SLE patients with mild activity and moderate to severe activity had higher levels of urinary exosome derived tRF3-Ile AAT-1 (P = 0.035 and P < 0.001) and tiRNA5-Lys-CTT-1 (P = 0.021 and P < 0.001) compared with patients with no activity. Moreover, bioinformatics analysis revealed that both of the tsRNAs regulate the immune process by modulating metabolism and signal pathway. CONCLUSION: In this study, we demonstrated that urinary exosome tsRNAs can be served as noninvasive biomarkers for the efficient diagnosis and prediction of nephritis in SLE. |
format | Online Article Text |
id | pubmed-9946979 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99469792023-02-24 Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis Chen, Shanshan Zhang, Xiaoshan Meng, Kaifang Sun, Yifan Shu, Ruilu Han, Yan Feng, Qingxiu Li, Zhiyang Yang, Ping Liang, Jun Front Immunol Immunology OBJECTIVE: Lupus nephritis (LN) is one of the most severe organ manifestations of systemic lupus erythematosus (SLE). Early identification of renal disease in SLE is important. Renal biopsy is currently recognized as the gold standard for diagnosing LN, however, it is invasive and inconvenient for dynamic monitoring. Urine has been considered more promising and valuable than blood in identifying inflamed kidney tissue. Here, we determine whether the signatures of tRNA-derived small noncoding RNA (tsRNA) in urinary exosomes can serve as novel biomarkers for the diagnosis of LN. METHODS: tsRNA sequencing was performed in exosome extracted from pooled urine of 20 LN patients and 20 SLE without LN, and the top 10 upregulated tsRNAs were screened as candidate markers of LN. The candidate urinary exosomal tsRNAs were primarily elected by TaqMan probe-based quantitative reverse transcription-PCR (RT-PCR) in 40 samples (20 LN and 20 SLE without LN) in the training phase. In the validation phase, selected tsRNAs from the training phase were further confirmed in a larger cohort (54 LN patients and 39 SLE without LN). Receiver operating characteristic curve (ROC) analysis was conducted to evaluate the diagnostic efficacy. RESULTS: Upregulated levels of tRF3-Ile-AAT-1 and tiRNA5-Lys-CTT-1 in the urinary exosomes were observed in LN compared with SLE without LN (P < 0.0001 and P < 0.001) and healthy controls (P < 0.01 and P < 0.01), with the area under the curve (AUC) of 0.777 (95% CI: 0.681-0.874, sensitivity 79.63%, specificity 66.69%) and 0.715 (95% CI: 0.610-0.820, sensitivity 66.96%, specificity 76.92%) for discriminating LN from SLE without LN patients. SLE patients with mild activity and moderate to severe activity had higher levels of urinary exosome derived tRF3-Ile AAT-1 (P = 0.035 and P < 0.001) and tiRNA5-Lys-CTT-1 (P = 0.021 and P < 0.001) compared with patients with no activity. Moreover, bioinformatics analysis revealed that both of the tsRNAs regulate the immune process by modulating metabolism and signal pathway. CONCLUSION: In this study, we demonstrated that urinary exosome tsRNAs can be served as noninvasive biomarkers for the efficient diagnosis and prediction of nephritis in SLE. Frontiers Media S.A. 2023-02-09 /pmc/articles/PMC9946979/ /pubmed/36845141 http://dx.doi.org/10.3389/fimmu.2023.1077645 Text en Copyright © 2023 Chen, Zhang, Meng, Sun, Shu, Han, Feng, Li, Yang and Liang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Chen, Shanshan Zhang, Xiaoshan Meng, Kaifang Sun, Yifan Shu, Ruilu Han, Yan Feng, Qingxiu Li, Zhiyang Yang, Ping Liang, Jun Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis |
title | Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis |
title_full | Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis |
title_fullStr | Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis |
title_full_unstemmed | Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis |
title_short | Urinary exosome tsRNAs as novel markers for diagnosis and prediction of lupus nephritis |
title_sort | urinary exosome tsrnas as novel markers for diagnosis and prediction of lupus nephritis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9946979/ https://www.ncbi.nlm.nih.gov/pubmed/36845141 http://dx.doi.org/10.3389/fimmu.2023.1077645 |
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