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Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo

Background and aims: Poor specificity and predictive values of current cross-sectional radiological imaging methods in evaluation of pancreatic adenocarcinoma (PDAC) limit the clinical capability to accurately stage the tumor pre-operatively and provide optimal surgical treatment and improve patient...

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Autores principales: Nabavizadeh, Alireza, Payen, Thomas, Iuga, Alina C., Sagalovskiy, Irina R., Desrouilleres, Deborah, Saharkhiz, Niloufar, Palermo, Carmine F., Sastra, Stephen A., Oberstein, Paul E., Rosario, Vilma, Kluger, Michael D., Schrope, Beth A., Chabot, John A., Olive, Kenneth P., Konofagou, Elisa E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7150482/
https://www.ncbi.nlm.nih.gov/pubmed/32292518
http://dx.doi.org/10.7150/thno.37965
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author Nabavizadeh, Alireza
Payen, Thomas
Iuga, Alina C.
Sagalovskiy, Irina R.
Desrouilleres, Deborah
Saharkhiz, Niloufar
Palermo, Carmine F.
Sastra, Stephen A.
Oberstein, Paul E.
Rosario, Vilma
Kluger, Michael D.
Schrope, Beth A.
Chabot, John A.
Olive, Kenneth P.
Konofagou, Elisa E.
author_facet Nabavizadeh, Alireza
Payen, Thomas
Iuga, Alina C.
Sagalovskiy, Irina R.
Desrouilleres, Deborah
Saharkhiz, Niloufar
Palermo, Carmine F.
Sastra, Stephen A.
Oberstein, Paul E.
Rosario, Vilma
Kluger, Michael D.
Schrope, Beth A.
Chabot, John A.
Olive, Kenneth P.
Konofagou, Elisa E.
author_sort Nabavizadeh, Alireza
collection PubMed
description Background and aims: Poor specificity and predictive values of current cross-sectional radiological imaging methods in evaluation of pancreatic adenocarcinoma (PDAC) limit the clinical capability to accurately stage the tumor pre-operatively and provide optimal surgical treatment and improve patient outcomes. Methods: In this study, we applied Harmonic Motion Elastography (HME), a quantitative ultrasound-based imaging method to calculate Young's modulus (YM) in PDAC mouse models (n = 30) and human pancreatic resection specimens of PDAC (n=32). We compared the YM to the collagen assessment by Picrosirius red (PSR) stain on corresponding histologic sections. Results: HME is capable of differentiating between different levels of fibrosis in transgenic mice. In mice without pancreatic fibrosis, the measured YM was 4.2 ± 1.3 kPa, in fibrotic murine pancreata, YM was 5.5 ± 2.0 kPa and in murine PDAC tumors, YM was 11.3 ± 1.7 kPa. The corresponding PSR values were 2.0 ± 0.8 %, 9.8 ± 3.4 %, and 13.2 ± 1.2%, respectively. In addition, three regions within each human surgical PDAC specimen were assessed: tumor, which had both the highest Young's modulus (YM > 40 kPa) and collagen density (PSR > 40 %); non-neoplastic adjacent pancreas, which had the lowest Young's modulus (YM < 15 kPa) and collagen density (PSR < 10%) and a transitional peri-lesional region between the tumor and non-neoplastic pancreas with an intermediate value of measured Young's modulus (15 kPa < YM < 40 kPa) and collagen density (15% < PSR < 35 %). Conclusion: In conclusion, a non-invasive, quantitative imaging tool for detecting, staging and delineating PDAC tumor margins based on the change in collagen density was developed.
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spelling pubmed-71504822020-04-14 Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo Nabavizadeh, Alireza Payen, Thomas Iuga, Alina C. Sagalovskiy, Irina R. Desrouilleres, Deborah Saharkhiz, Niloufar Palermo, Carmine F. Sastra, Stephen A. Oberstein, Paul E. Rosario, Vilma Kluger, Michael D. Schrope, Beth A. Chabot, John A. Olive, Kenneth P. Konofagou, Elisa E. Theranostics Research Paper Background and aims: Poor specificity and predictive values of current cross-sectional radiological imaging methods in evaluation of pancreatic adenocarcinoma (PDAC) limit the clinical capability to accurately stage the tumor pre-operatively and provide optimal surgical treatment and improve patient outcomes. Methods: In this study, we applied Harmonic Motion Elastography (HME), a quantitative ultrasound-based imaging method to calculate Young's modulus (YM) in PDAC mouse models (n = 30) and human pancreatic resection specimens of PDAC (n=32). We compared the YM to the collagen assessment by Picrosirius red (PSR) stain on corresponding histologic sections. Results: HME is capable of differentiating between different levels of fibrosis in transgenic mice. In mice without pancreatic fibrosis, the measured YM was 4.2 ± 1.3 kPa, in fibrotic murine pancreata, YM was 5.5 ± 2.0 kPa and in murine PDAC tumors, YM was 11.3 ± 1.7 kPa. The corresponding PSR values were 2.0 ± 0.8 %, 9.8 ± 3.4 %, and 13.2 ± 1.2%, respectively. In addition, three regions within each human surgical PDAC specimen were assessed: tumor, which had both the highest Young's modulus (YM > 40 kPa) and collagen density (PSR > 40 %); non-neoplastic adjacent pancreas, which had the lowest Young's modulus (YM < 15 kPa) and collagen density (PSR < 10%) and a transitional peri-lesional region between the tumor and non-neoplastic pancreas with an intermediate value of measured Young's modulus (15 kPa < YM < 40 kPa) and collagen density (15% < PSR < 35 %). Conclusion: In conclusion, a non-invasive, quantitative imaging tool for detecting, staging and delineating PDAC tumor margins based on the change in collagen density was developed. Ivyspring International Publisher 2020-03-15 /pmc/articles/PMC7150482/ /pubmed/32292518 http://dx.doi.org/10.7150/thno.37965 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Nabavizadeh, Alireza
Payen, Thomas
Iuga, Alina C.
Sagalovskiy, Irina R.
Desrouilleres, Deborah
Saharkhiz, Niloufar
Palermo, Carmine F.
Sastra, Stephen A.
Oberstein, Paul E.
Rosario, Vilma
Kluger, Michael D.
Schrope, Beth A.
Chabot, John A.
Olive, Kenneth P.
Konofagou, Elisa E.
Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo
title Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo
title_full Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo
title_fullStr Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo
title_full_unstemmed Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo
title_short Noninvasive Young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (PDAC) tumors using Harmonic Motion Elastography (HME) in vivo
title_sort noninvasive young's modulus visualization of fibrosis progression and delineation of pancreatic ductal adenocarcinoma (pdac) tumors using harmonic motion elastography (hme) in vivo
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7150482/
https://www.ncbi.nlm.nih.gov/pubmed/32292518
http://dx.doi.org/10.7150/thno.37965
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