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Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome

BACKGROUND AND AIMS: There has been no reliable severity system based on the prognosis to guide therapeutic strategies for patients with pyrrolizidine alkaloid (PA)-induced hepatic sinusoidal obstruction syndrome (HSOS). We aimed to create a novel Drum Tower Severity Scoring (DTSS) system for these...

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Autores principales: Wang, Xuan, Zhang, Wei, Zhang, Ming, Zhang, Feng, Xiao, Jiangqiang, Yin, Qin, Han, Hao, Li, Taishun, Lin, Ge, Zhuge, Yuzheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer India 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174127/
https://www.ncbi.nlm.nih.gov/pubmed/35023026
http://dx.doi.org/10.1007/s12072-021-10293-5
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author Wang, Xuan
Zhang, Wei
Zhang, Ming
Zhang, Feng
Xiao, Jiangqiang
Yin, Qin
Han, Hao
Li, Taishun
Lin, Ge
Zhuge, Yuzheng
author_facet Wang, Xuan
Zhang, Wei
Zhang, Ming
Zhang, Feng
Xiao, Jiangqiang
Yin, Qin
Han, Hao
Li, Taishun
Lin, Ge
Zhuge, Yuzheng
author_sort Wang, Xuan
collection PubMed
description BACKGROUND AND AIMS: There has been no reliable severity system based on the prognosis to guide therapeutic strategies for patients with pyrrolizidine alkaloid (PA)-induced hepatic sinusoidal obstruction syndrome (HSOS). We aimed to create a novel Drum Tower Severity Scoring (DTSS) system for these patients to guide therapy. METHODS: 172 Patients with PA-HSOS who received supportive care and anticoagulation therapy in Nanjing Drum Tower Hospital from January 2008 to December 2020 were enrolled and analyzed retrospectively. These patients were randomized into a training or validation set in a 3:1 ratio. Next, we established and validated the newly developed DTSS system. RESULTS: Analysis identified a predictive formula: logit (P) = 0.004 × aspartate aminotransferase (AST, U/L) + 0.019 × total bilirubin (TB, μmol/L) − 0.571 × fibrinogen (FIB, g/L) − 0.093 × peak portal vein velocity (PVV, cm/s) + 1.122. Next, we quantified the above variables to establish the DTSS system. For the training set, the area under the ROC curve (AUC) (n = 127) was 0.787 [95% confidence interval (CI) 0.706–0.868; p < 0.001]. With a lower cut-off value of 6.5, the sensitivity and negative predictive value for predicting no response to supportive care and anticoagulation therapy were 94.7% and 88.0%, respectively. When applying a high cut-off value of 10.5, the specificity was 92.9% and the positive predictive value was 78.3%. For the validation set, the system performed stable with an AUC of 0.808. CONCLUSIONS: The DTSS system can predict the outcome of supportive care and anticoagulation in PA-HSOS patients with satisfactory accuracy by evaluating severity, and may have potential significance for guiding therapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12072-021-10293-5.
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spelling pubmed-91741272022-06-09 Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome Wang, Xuan Zhang, Wei Zhang, Ming Zhang, Feng Xiao, Jiangqiang Yin, Qin Han, Hao Li, Taishun Lin, Ge Zhuge, Yuzheng Hepatol Int Original Article BACKGROUND AND AIMS: There has been no reliable severity system based on the prognosis to guide therapeutic strategies for patients with pyrrolizidine alkaloid (PA)-induced hepatic sinusoidal obstruction syndrome (HSOS). We aimed to create a novel Drum Tower Severity Scoring (DTSS) system for these patients to guide therapy. METHODS: 172 Patients with PA-HSOS who received supportive care and anticoagulation therapy in Nanjing Drum Tower Hospital from January 2008 to December 2020 were enrolled and analyzed retrospectively. These patients were randomized into a training or validation set in a 3:1 ratio. Next, we established and validated the newly developed DTSS system. RESULTS: Analysis identified a predictive formula: logit (P) = 0.004 × aspartate aminotransferase (AST, U/L) + 0.019 × total bilirubin (TB, μmol/L) − 0.571 × fibrinogen (FIB, g/L) − 0.093 × peak portal vein velocity (PVV, cm/s) + 1.122. Next, we quantified the above variables to establish the DTSS system. For the training set, the area under the ROC curve (AUC) (n = 127) was 0.787 [95% confidence interval (CI) 0.706–0.868; p < 0.001]. With a lower cut-off value of 6.5, the sensitivity and negative predictive value for predicting no response to supportive care and anticoagulation therapy were 94.7% and 88.0%, respectively. When applying a high cut-off value of 10.5, the specificity was 92.9% and the positive predictive value was 78.3%. For the validation set, the system performed stable with an AUC of 0.808. CONCLUSIONS: The DTSS system can predict the outcome of supportive care and anticoagulation in PA-HSOS patients with satisfactory accuracy by evaluating severity, and may have potential significance for guiding therapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12072-021-10293-5. Springer India 2022-01-12 /pmc/articles/PMC9174127/ /pubmed/35023026 http://dx.doi.org/10.1007/s12072-021-10293-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Original Article
Wang, Xuan
Zhang, Wei
Zhang, Ming
Zhang, Feng
Xiao, Jiangqiang
Yin, Qin
Han, Hao
Li, Taishun
Lin, Ge
Zhuge, Yuzheng
Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
title Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
title_full Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
title_fullStr Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
title_full_unstemmed Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
title_short Development of a Drum Tower Severity Scoring (DTSS) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
title_sort development of a drum tower severity scoring (dtss) system for pyrrolizidine alkaloid-induced hepatic sinusoidal obstruction syndrome
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174127/
https://www.ncbi.nlm.nih.gov/pubmed/35023026
http://dx.doi.org/10.1007/s12072-021-10293-5
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