Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C
Autor(a) principal: | |
---|---|
Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1007/s10238-021-00708-w http://hdl.handle.net/11449/207601 |
Resumo: | Cirrhotic patients with chronic hepatitis C should be monitored for the evaluation of liver function and screening of hepatocellular carcinoma even after sustained virological response (SVR). The stage of inflammatory resolution and regression of fibrosis is likely to happen, once treatment and viral clearance are achieved. However, liver examinations by elastography show that 30–40% of patients do not exhibit a reduction of liver stiffness. This work was a cohort study in cirrhotic patients whose purpose was to identify immunological factors involved in the regression of liver stiffness in chronic hepatitis C and characterize possible serum biomarkers with prognostic value. The sample universe consisted of 31 cirrhotic patients who underwent leukocyte immunophenotyping, quantification of cytokines/chemokines and metalloproteinase inhibitors in the pretreatment (M1) and in the evaluation of SVR (M2). After exclusion criteria application, 16 patients included were once more evaluated in M3 (like M1) and classified into regressors (R) or non-regressors (NR), decrease or not ≥ 25% stiffness, respectively. The results from ROC curve, machine learning (ML) and linear discriminant analysis showed that TCD4 + lymphocytes (absolute) are the most important biomarkers for the prediction of the regression (AUC = 0.90). NR patients presented levels less than R of liver stiffness since baseline, whereas NK cells were increased in NR. Therefore, it was concluded that there is a difference in the profile of circulating immune cells in R and NR, thus allowing the development of a predictive model of regression of liver stiffness after SVR. These findings should be validated in greater numbers of patients. |
id |
UNSP_9db254059595ba0910cddfbb343f3bc7 |
---|---|
oai_identifier_str |
oai:repositorio.unesp.br:11449/207601 |
network_acronym_str |
UNSP |
network_name_str |
Repositório Institucional da UNESP |
repository_id_str |
2946 |
spelling |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis CElastographyHepatitis CLiver cirrhosisStiffness regressionCirrhotic patients with chronic hepatitis C should be monitored for the evaluation of liver function and screening of hepatocellular carcinoma even after sustained virological response (SVR). The stage of inflammatory resolution and regression of fibrosis is likely to happen, once treatment and viral clearance are achieved. However, liver examinations by elastography show that 30–40% of patients do not exhibit a reduction of liver stiffness. This work was a cohort study in cirrhotic patients whose purpose was to identify immunological factors involved in the regression of liver stiffness in chronic hepatitis C and characterize possible serum biomarkers with prognostic value. The sample universe consisted of 31 cirrhotic patients who underwent leukocyte immunophenotyping, quantification of cytokines/chemokines and metalloproteinase inhibitors in the pretreatment (M1) and in the evaluation of SVR (M2). After exclusion criteria application, 16 patients included were once more evaluated in M3 (like M1) and classified into regressors (R) or non-regressors (NR), decrease or not ≥ 25% stiffness, respectively. The results from ROC curve, machine learning (ML) and linear discriminant analysis showed that TCD4 + lymphocytes (absolute) are the most important biomarkers for the prediction of the regression (AUC = 0.90). NR patients presented levels less than R of liver stiffness since baseline, whereas NK cells were increased in NR. Therefore, it was concluded that there is a difference in the profile of circulating immune cells in R and NR, thus allowing the development of a predictive model of regression of liver stiffness after SVR. These findings should be validated in greater numbers of patients.Graduate Program in Pathophysiology in Clinical Medicine Department of Clinical Medicine São Paulo State University (UNESP) Botucatu Medical SchoolFlow Cytometry Laboratory Applied Biotechnology Laboratory - LBA Clinical Hospital of Botucatu Medical School, Av. Prof. Mário Rubens Guimarães Montenegro, s/nGraduate Program in Research and Development (Medical Biotechnology São Paulo State University (UNESP) Botucatu Medical SchoolGraduate Program in Pathology Department of Pathology São Paulo State University (UNESP) Botucatu Medical SchoolDepartment of Biotechnology and Bioprocess Engineering São Paulo State University (UNESP) Faculty of Agronomic SciencesMolecular Biology Laboratory Applied Biotechnology Laboratory - LBA Clinical Hospital of Botucatu Medical SchoolGraduate Program in Pathophysiology in Clinical Medicine Department of Clinical Medicine São Paulo State University (UNESP) Botucatu Medical SchoolFlow Cytometry Laboratory Applied Biotechnology Laboratory - LBA Clinical Hospital of Botucatu Medical School, Av. Prof. Mário Rubens Guimarães Montenegro, s/nGraduate Program in Research and Development (Medical Biotechnology São Paulo State University (UNESP) Botucatu Medical SchoolGraduate Program in Pathology Department of Pathology São Paulo State University (UNESP) Botucatu Medical SchoolDepartment of Biotechnology and Bioprocess Engineering São Paulo State University (UNESP) Faculty of Agronomic SciencesMolecular Biology Laboratory Applied Biotechnology Laboratory - LBA Clinical Hospital of Botucatu Medical SchoolUniversidade Estadual Paulista (Unesp)Braz, Aline Márcia Marques [UNESP]Winckler, Fernanda Cristina [UNESP]Binelli, Larissa Sarri [UNESP]Chimeno, Luis Guilherme [UNESP]Lopes, Lia Beatriz Mantovani [UNESP]Lima, Rodrigo Santos [UNESP]Simões, Rafael Plana [UNESP]Grotto, Rejane Maria Tommasini [UNESP]Golim, Marjorie de Assis [UNESP]Silva, Giovanni Faria [UNESP]2021-06-25T10:57:55Z2021-06-25T10:57:55Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s10238-021-00708-wClinical and Experimental Medicine.1591-95281591-8890http://hdl.handle.net/11449/20760110.1007/s10238-021-00708-w2-s2.0-85104141923Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengClinical and Experimental Medicineinfo:eu-repo/semantics/openAccess2024-09-03T13:17:55Zoai:repositorio.unesp.br:11449/207601Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-09-03T13:17:55Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
title |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
spellingShingle |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C Braz, Aline Márcia Marques [UNESP] Elastography Hepatitis C Liver cirrhosis Stiffness regression |
title_short |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
title_full |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
title_fullStr |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
title_full_unstemmed |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
title_sort |
Inflammation response and liver stiffness: predictive model of regression of hepatic stiffness after sustained virological response in cirrhotics patients with chronic hepatitis C |
author |
Braz, Aline Márcia Marques [UNESP] |
author_facet |
Braz, Aline Márcia Marques [UNESP] Winckler, Fernanda Cristina [UNESP] Binelli, Larissa Sarri [UNESP] Chimeno, Luis Guilherme [UNESP] Lopes, Lia Beatriz Mantovani [UNESP] Lima, Rodrigo Santos [UNESP] Simões, Rafael Plana [UNESP] Grotto, Rejane Maria Tommasini [UNESP] Golim, Marjorie de Assis [UNESP] Silva, Giovanni Faria [UNESP] |
author_role |
author |
author2 |
Winckler, Fernanda Cristina [UNESP] Binelli, Larissa Sarri [UNESP] Chimeno, Luis Guilherme [UNESP] Lopes, Lia Beatriz Mantovani [UNESP] Lima, Rodrigo Santos [UNESP] Simões, Rafael Plana [UNESP] Grotto, Rejane Maria Tommasini [UNESP] Golim, Marjorie de Assis [UNESP] Silva, Giovanni Faria [UNESP] |
author2_role |
author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Braz, Aline Márcia Marques [UNESP] Winckler, Fernanda Cristina [UNESP] Binelli, Larissa Sarri [UNESP] Chimeno, Luis Guilherme [UNESP] Lopes, Lia Beatriz Mantovani [UNESP] Lima, Rodrigo Santos [UNESP] Simões, Rafael Plana [UNESP] Grotto, Rejane Maria Tommasini [UNESP] Golim, Marjorie de Assis [UNESP] Silva, Giovanni Faria [UNESP] |
dc.subject.por.fl_str_mv |
Elastography Hepatitis C Liver cirrhosis Stiffness regression |
topic |
Elastography Hepatitis C Liver cirrhosis Stiffness regression |
description |
Cirrhotic patients with chronic hepatitis C should be monitored for the evaluation of liver function and screening of hepatocellular carcinoma even after sustained virological response (SVR). The stage of inflammatory resolution and regression of fibrosis is likely to happen, once treatment and viral clearance are achieved. However, liver examinations by elastography show that 30–40% of patients do not exhibit a reduction of liver stiffness. This work was a cohort study in cirrhotic patients whose purpose was to identify immunological factors involved in the regression of liver stiffness in chronic hepatitis C and characterize possible serum biomarkers with prognostic value. The sample universe consisted of 31 cirrhotic patients who underwent leukocyte immunophenotyping, quantification of cytokines/chemokines and metalloproteinase inhibitors in the pretreatment (M1) and in the evaluation of SVR (M2). After exclusion criteria application, 16 patients included were once more evaluated in M3 (like M1) and classified into regressors (R) or non-regressors (NR), decrease or not ≥ 25% stiffness, respectively. The results from ROC curve, machine learning (ML) and linear discriminant analysis showed that TCD4 + lymphocytes (absolute) are the most important biomarkers for the prediction of the regression (AUC = 0.90). NR patients presented levels less than R of liver stiffness since baseline, whereas NK cells were increased in NR. Therefore, it was concluded that there is a difference in the profile of circulating immune cells in R and NR, thus allowing the development of a predictive model of regression of liver stiffness after SVR. These findings should be validated in greater numbers of patients. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-06-25T10:57:55Z 2021-06-25T10:57:55Z 2021-01-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1007/s10238-021-00708-w Clinical and Experimental Medicine. 1591-9528 1591-8890 http://hdl.handle.net/11449/207601 10.1007/s10238-021-00708-w 2-s2.0-85104141923 |
url |
http://dx.doi.org/10.1007/s10238-021-00708-w http://hdl.handle.net/11449/207601 |
identifier_str_mv |
Clinical and Experimental Medicine. 1591-9528 1591-8890 10.1007/s10238-021-00708-w 2-s2.0-85104141923 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Clinical and Experimental Medicine |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
repositoriounesp@unesp.br |
_version_ |
1810021400465899520 |