Cargando…

Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients

BACKGROUND: Portal vein thrombosis (PVT) is an increasingly recognized complication of cirrhosis and possibly associated with mortality. This study aims to evaluate provoking factors for PVT, then establish a concise and efficient nomogram for predicting PVT presence among admitted cirrhotic patient...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Guang-hua, Lei, Ping, Liao, Chu-shu, Li, Jing, Long, Jiang-wen, Huan, Xi-sha, Chen, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852861/
https://www.ncbi.nlm.nih.gov/pubmed/36687401
http://dx.doi.org/10.3389/fmed.2022.1021899
_version_ 1784872754738102272
author Liu, Guang-hua
Lei, Ping
Liao, Chu-shu
Li, Jing
Long, Jiang-wen
Huan, Xi-sha
Chen, Jie
author_facet Liu, Guang-hua
Lei, Ping
Liao, Chu-shu
Li, Jing
Long, Jiang-wen
Huan, Xi-sha
Chen, Jie
author_sort Liu, Guang-hua
collection PubMed
description BACKGROUND: Portal vein thrombosis (PVT) is an increasingly recognized complication of cirrhosis and possibly associated with mortality. This study aims to evaluate provoking factors for PVT, then establish a concise and efficient nomogram for predicting PVT presence among admitted cirrhotic patients. MATERIALS AND METHODS: All cirrhotic patients admitted in Hunan Provincial People's Hospital between January 2010 and September 2020 were retrospectively reviewed, the clinical and laboratory data were collected. Multivariate logistic regression analysis and the least absolute shrinkage and selection operator regression method were used for screening the independent predictors and constructing the nomogram. The calibration curve was plotted to evaluate the consistent degree between observed outcomes and predicted probabilities. The area under the receiver operating characteristics curve was used to assess the discriminant performance. The decision curve analysis (DCA) was carried out to evaluate the benefits of nomogram. RESULTS: A total of 4,479 patients with cirrhosis were enrolled and 281 patients were identified with PVT. Smoking history, splenomegaly, esophagogastric varices, surgical history, red blood cell transfusion, and D-dimer were independent risk factors for PVT in cirrhosis. A nomogram was established with a good discrimination capacity and predictive efficiency with an the area under the curve (AUC) of 0.704 (95% CI: 0.664–0.745) in the training set and 0.685 (95% CI: 0.615–0.754) in the validation set. DCA suggested the net benefit of nomogram had a superior risk threshold probability. CONCLUSION: A concise and efficient nomogram was established with good performance, which may aid clinical decision making and guide best treatment measures.
format Online
Article
Text
id pubmed-9852861
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-98528612023-01-21 Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients Liu, Guang-hua Lei, Ping Liao, Chu-shu Li, Jing Long, Jiang-wen Huan, Xi-sha Chen, Jie Front Med (Lausanne) Medicine BACKGROUND: Portal vein thrombosis (PVT) is an increasingly recognized complication of cirrhosis and possibly associated with mortality. This study aims to evaluate provoking factors for PVT, then establish a concise and efficient nomogram for predicting PVT presence among admitted cirrhotic patients. MATERIALS AND METHODS: All cirrhotic patients admitted in Hunan Provincial People's Hospital between January 2010 and September 2020 were retrospectively reviewed, the clinical and laboratory data were collected. Multivariate logistic regression analysis and the least absolute shrinkage and selection operator regression method were used for screening the independent predictors and constructing the nomogram. The calibration curve was plotted to evaluate the consistent degree between observed outcomes and predicted probabilities. The area under the receiver operating characteristics curve was used to assess the discriminant performance. The decision curve analysis (DCA) was carried out to evaluate the benefits of nomogram. RESULTS: A total of 4,479 patients with cirrhosis were enrolled and 281 patients were identified with PVT. Smoking history, splenomegaly, esophagogastric varices, surgical history, red blood cell transfusion, and D-dimer were independent risk factors for PVT in cirrhosis. A nomogram was established with a good discrimination capacity and predictive efficiency with an the area under the curve (AUC) of 0.704 (95% CI: 0.664–0.745) in the training set and 0.685 (95% CI: 0.615–0.754) in the validation set. DCA suggested the net benefit of nomogram had a superior risk threshold probability. CONCLUSION: A concise and efficient nomogram was established with good performance, which may aid clinical decision making and guide best treatment measures. Frontiers Media S.A. 2023-01-06 /pmc/articles/PMC9852861/ /pubmed/36687401 http://dx.doi.org/10.3389/fmed.2022.1021899 Text en Copyright © 2023 Liu, Lei, Liao, Li, Long, Huan and Chen. 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 Medicine
Liu, Guang-hua
Lei, Ping
Liao, Chu-shu
Li, Jing
Long, Jiang-wen
Huan, Xi-sha
Chen, Jie
Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
title Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
title_full Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
title_fullStr Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
title_full_unstemmed Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
title_short Establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
title_sort establishment and verification a nomogram for predicting portal vein thrombosis presence among admitted cirrhotic patients
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852861/
https://www.ncbi.nlm.nih.gov/pubmed/36687401
http://dx.doi.org/10.3389/fmed.2022.1021899
work_keys_str_mv AT liuguanghua establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients
AT leiping establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients
AT liaochushu establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients
AT lijing establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients
AT longjiangwen establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients
AT huanxisha establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients
AT chenjie establishmentandverificationanomogramforpredictingportalveinthrombosispresenceamongadmittedcirrhoticpatients