Cargando…

Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma

Hepatocellular carcinoma (HCC) remains one of the major causes of cancer related deaths. Although ultrasonography (US), computed tomography (CT) and/or high-cost magnetic resonance imaging (MRI) have been shown to improve early detection of liver cancer and mortality rates in high-risk individuals,...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Xinmei, Kwak, Kwang Joo, Yang, Zhaogang, Zhang, Aili, Zhang, Xiaoli, Sullivan, Rachael, Lin, Dan, Lee, Robert L., Castro, Carlos, Ghoshal, Kalpana, Schmidt, Carl, Lee, L. James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5991670/
https://www.ncbi.nlm.nih.gov/pubmed/29879168
http://dx.doi.org/10.1371/journal.pone.0198552
_version_ 1783329875646480384
author Wang, Xinmei
Kwak, Kwang Joo
Yang, Zhaogang
Zhang, Aili
Zhang, Xiaoli
Sullivan, Rachael
Lin, Dan
Lee, Robert L.
Castro, Carlos
Ghoshal, Kalpana
Schmidt, Carl
Lee, L. James
author_facet Wang, Xinmei
Kwak, Kwang Joo
Yang, Zhaogang
Zhang, Aili
Zhang, Xiaoli
Sullivan, Rachael
Lin, Dan
Lee, Robert L.
Castro, Carlos
Ghoshal, Kalpana
Schmidt, Carl
Lee, L. James
author_sort Wang, Xinmei
collection PubMed
description Hepatocellular carcinoma (HCC) remains one of the major causes of cancer related deaths. Although ultrasonography (US), computed tomography (CT) and/or high-cost magnetic resonance imaging (MRI) have been shown to improve early detection of liver cancer and mortality rates in high-risk individuals, such imaging based methods are limited by high rates of false positivity leading to unnecessary patient anxiety and invasive procedures. Complementary blood biomarkers could increase the accuracy of early detection. Although Alpha-fetoprotein (AFP) in blood is widely used in HCC screening and diagnosis, the false-negative rate as high as 30% and 40% is found in advanced HCC and early stage HCC respectively. We detected AFP messenger RNA (mRNA) in extracellular vesicles (EVs) in patient plasma using designed molecular beacons and a novel tethered lipoplex nanoparticle (TLN) biochip. Together with glypican-3 (GPC-3) mRNA, another well-known HCC marker, we observed much improved performance of AFP protein-based HCC detection. Comparing normal donors (N = 38) and HCC patients (N = 40), our TLN biochip using EV AFP and GPC-3 mRNAs provided an AUC (area under the ROC curve) of 0.995, better than that of a single marker. This 2-mRNA combination also provided a perfect positive predictive value (PPV = 1) at a negative predictive value (NPV) of 0.95 and 20% prevalence, while the blood AFP protein or plasma EV GPC3 mRNA alone could only provide a PPV of 0.61 and 0.79 respectively at the same conditions. Thus, this facile new method may complement current models for risk stratification in liver cancer screening, therapeutic monitoring, and after-treatment surveillance. However, large scale validation will need to be conducted to confirm its clinical potential.
format Online
Article
Text
id pubmed-5991670
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-59916702018-06-16 Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma Wang, Xinmei Kwak, Kwang Joo Yang, Zhaogang Zhang, Aili Zhang, Xiaoli Sullivan, Rachael Lin, Dan Lee, Robert L. Castro, Carlos Ghoshal, Kalpana Schmidt, Carl Lee, L. James PLoS One Research Article Hepatocellular carcinoma (HCC) remains one of the major causes of cancer related deaths. Although ultrasonography (US), computed tomography (CT) and/or high-cost magnetic resonance imaging (MRI) have been shown to improve early detection of liver cancer and mortality rates in high-risk individuals, such imaging based methods are limited by high rates of false positivity leading to unnecessary patient anxiety and invasive procedures. Complementary blood biomarkers could increase the accuracy of early detection. Although Alpha-fetoprotein (AFP) in blood is widely used in HCC screening and diagnosis, the false-negative rate as high as 30% and 40% is found in advanced HCC and early stage HCC respectively. We detected AFP messenger RNA (mRNA) in extracellular vesicles (EVs) in patient plasma using designed molecular beacons and a novel tethered lipoplex nanoparticle (TLN) biochip. Together with glypican-3 (GPC-3) mRNA, another well-known HCC marker, we observed much improved performance of AFP protein-based HCC detection. Comparing normal donors (N = 38) and HCC patients (N = 40), our TLN biochip using EV AFP and GPC-3 mRNAs provided an AUC (area under the ROC curve) of 0.995, better than that of a single marker. This 2-mRNA combination also provided a perfect positive predictive value (PPV = 1) at a negative predictive value (NPV) of 0.95 and 20% prevalence, while the blood AFP protein or plasma EV GPC3 mRNA alone could only provide a PPV of 0.61 and 0.79 respectively at the same conditions. Thus, this facile new method may complement current models for risk stratification in liver cancer screening, therapeutic monitoring, and after-treatment surveillance. However, large scale validation will need to be conducted to confirm its clinical potential. Public Library of Science 2018-06-07 /pmc/articles/PMC5991670/ /pubmed/29879168 http://dx.doi.org/10.1371/journal.pone.0198552 Text en © 2018 Wang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wang, Xinmei
Kwak, Kwang Joo
Yang, Zhaogang
Zhang, Aili
Zhang, Xiaoli
Sullivan, Rachael
Lin, Dan
Lee, Robert L.
Castro, Carlos
Ghoshal, Kalpana
Schmidt, Carl
Lee, L. James
Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
title Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
title_full Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
title_fullStr Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
title_full_unstemmed Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
title_short Extracellular mRNA detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
title_sort extracellular mrna detected by molecular beacons in tethered lipoplex nanoparticles for diagnosis of human hepatocellular carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5991670/
https://www.ncbi.nlm.nih.gov/pubmed/29879168
http://dx.doi.org/10.1371/journal.pone.0198552
work_keys_str_mv AT wangxinmei extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT kwakkwangjoo extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT yangzhaogang extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT zhangaili extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT zhangxiaoli extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT sullivanrachael extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT lindan extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT leerobertl extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT castrocarlos extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT ghoshalkalpana extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT schmidtcarl extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma
AT leeljames extracellularmrnadetectedbymolecularbeaconsintetheredlipoplexnanoparticlesfordiagnosisofhumanhepatocellularcarcinoma