Cargando…

Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis

Objectives: The clinical usefulness of tumor markers alpha-fetoprotein (AFP) and des-gamma carboxyprothrombin (DCP) in the early detection of hepatocellular carcinoma (HCC) in patients with liver cirrhosis (LC), including those with marker decline after antiviral therapy, is limited. MicroRNAs (miRN...

Descripción completa

Detalles Bibliográficos
Autores principales: Machida, Maiko, Ambo, Mayuko, Mishina, Runa, Hada, Nanaka, Tachibana, Fuhito, Yamashita, Miki, Konda, Ainari, Tsuji, Kunihiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647953/
https://www.ncbi.nlm.nih.gov/pubmed/37960842
http://dx.doi.org/10.1177/15330338231212084
_version_ 1785147530887036928
author Machida, Maiko
Ambo, Mayuko
Mishina, Runa
Hada, Nanaka
Tachibana, Fuhito
Yamashita, Miki
Konda, Ainari
Tsuji, Kunihiko
author_facet Machida, Maiko
Ambo, Mayuko
Mishina, Runa
Hada, Nanaka
Tachibana, Fuhito
Yamashita, Miki
Konda, Ainari
Tsuji, Kunihiko
author_sort Machida, Maiko
collection PubMed
description Objectives: The clinical usefulness of tumor markers alpha-fetoprotein (AFP) and des-gamma carboxyprothrombin (DCP) in the early detection of hepatocellular carcinoma (HCC) in patients with liver cirrhosis (LC), including those with marker decline after antiviral therapy, is limited. MicroRNAs (miRNAs) are expected to complement detection; however, their details remain unknown. Our prospective pilot study aimed to improve the surveillance of HCC high-risk LC patients by propensity scoring with tumor markers and additional predictors. Methods: Tumor markers and plasma levels of cytokines and miRNAs were observationally measured and statistically evaluated with propensity scoring in 85 eligible patients: 43 with current HCC (cHCC) including 8 with early-HCC, 22 with previous HCC cured (pHCC), and 20 with intact LC (iLC). Results: The analysis of the area under the receiver operating characteristic curve (AUC) showed that the best single predictor was AFP (0.794 for cHCC-discrimination and 0.771 for pHCC-discrimination). AFP−DCP integrated with miR-21-5p for cHCC-discrimination was 0.896; with IL-10 for pHCC-discrimination was 0.872, these were significantly better than those of AFP alone, independently (P < .01). The best single predictor for iLC-discrimination was IL-17 level (0.756). IL-17 integrated with AFP−DCP was 0.882, which was significantly better than that of IL-17 alone (P < .01). The positive likelihood ratio (pLR) for cHCC-discrimination by integration of AFP−DCP and miR-21-5p was 32.2. Preliminary validation analysis of early-HCCs compared to conventional AFP and DCP showed the combinations of AFP–DCP and 3 integrated predictors, miR-21-5p for cHCC-discrimination, IL-10 for pHCC-discrimination, and IL-17 for iLC-discrimination, sensitivity, specificity, and pLR, improved from 37.5% to 62.5%, 55.8% to 83.1%, and 0.85 to 3.70, respectively. Conclusion: The predictors of AFP-DCP combined with iR-21-5p, IL-10, and IL-17 by propensity scoring achieved higher discrimination of cHCCs, pHCCs, and iLCs, may be beneficial for the surveillance of early-HCCs, improving prediction of early-HCCs over conventional methods. However, further validation is required.
format Online
Article
Text
id pubmed-10647953
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-106479532023-11-13 Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis Machida, Maiko Ambo, Mayuko Mishina, Runa Hada, Nanaka Tachibana, Fuhito Yamashita, Miki Konda, Ainari Tsuji, Kunihiko Technol Cancer Res Treat Advances in the Diagnosis and Treatment of Gastrointestinal Cancers Objectives: The clinical usefulness of tumor markers alpha-fetoprotein (AFP) and des-gamma carboxyprothrombin (DCP) in the early detection of hepatocellular carcinoma (HCC) in patients with liver cirrhosis (LC), including those with marker decline after antiviral therapy, is limited. MicroRNAs (miRNAs) are expected to complement detection; however, their details remain unknown. Our prospective pilot study aimed to improve the surveillance of HCC high-risk LC patients by propensity scoring with tumor markers and additional predictors. Methods: Tumor markers and plasma levels of cytokines and miRNAs were observationally measured and statistically evaluated with propensity scoring in 85 eligible patients: 43 with current HCC (cHCC) including 8 with early-HCC, 22 with previous HCC cured (pHCC), and 20 with intact LC (iLC). Results: The analysis of the area under the receiver operating characteristic curve (AUC) showed that the best single predictor was AFP (0.794 for cHCC-discrimination and 0.771 for pHCC-discrimination). AFP−DCP integrated with miR-21-5p for cHCC-discrimination was 0.896; with IL-10 for pHCC-discrimination was 0.872, these were significantly better than those of AFP alone, independently (P < .01). The best single predictor for iLC-discrimination was IL-17 level (0.756). IL-17 integrated with AFP−DCP was 0.882, which was significantly better than that of IL-17 alone (P < .01). The positive likelihood ratio (pLR) for cHCC-discrimination by integration of AFP−DCP and miR-21-5p was 32.2. Preliminary validation analysis of early-HCCs compared to conventional AFP and DCP showed the combinations of AFP–DCP and 3 integrated predictors, miR-21-5p for cHCC-discrimination, IL-10 for pHCC-discrimination, and IL-17 for iLC-discrimination, sensitivity, specificity, and pLR, improved from 37.5% to 62.5%, 55.8% to 83.1%, and 0.85 to 3.70, respectively. Conclusion: The predictors of AFP-DCP combined with iR-21-5p, IL-10, and IL-17 by propensity scoring achieved higher discrimination of cHCCs, pHCCs, and iLCs, may be beneficial for the surveillance of early-HCCs, improving prediction of early-HCCs over conventional methods. However, further validation is required. SAGE Publications 2023-11-13 /pmc/articles/PMC10647953/ /pubmed/37960842 http://dx.doi.org/10.1177/15330338231212084 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Advances in the Diagnosis and Treatment of Gastrointestinal Cancers
Machida, Maiko
Ambo, Mayuko
Mishina, Runa
Hada, Nanaka
Tachibana, Fuhito
Yamashita, Miki
Konda, Ainari
Tsuji, Kunihiko
Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis
title Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis
title_full Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis
title_fullStr Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis
title_full_unstemmed Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis
title_short Integrated Predictors by Propensity Scoring With Tumor Markers and Plasma Levels of microRNA-21-5p, IL-17, and IL-10 Complement Early Detection of Hepatocellular Carcinoma in Patients With Liver Cirrhosis
title_sort integrated predictors by propensity scoring with tumor markers and plasma levels of microrna-21-5p, il-17, and il-10 complement early detection of hepatocellular carcinoma in patients with liver cirrhosis
topic Advances in the Diagnosis and Treatment of Gastrointestinal Cancers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647953/
https://www.ncbi.nlm.nih.gov/pubmed/37960842
http://dx.doi.org/10.1177/15330338231212084
work_keys_str_mv AT machidamaiko integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT ambomayuko integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT mishinaruna integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT hadananaka integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT tachibanafuhito integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT yamashitamiki integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT kondaainari integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis
AT tsujikunihiko integratedpredictorsbypropensityscoringwithtumormarkersandplasmalevelsofmicrorna215pil17andil10complementearlydetectionofhepatocellularcarcinomainpatientswithlivercirrhosis