Harmonic Motion Imaging of Pancreatic Tumor Stiffness Indicates Disease State and Treatment Response
Pancreatic ductal adenocarcinoma (PDA) is a common, deadly cancer that is challenging both to diagnose and to manage. Its hallmark is an expansive, desmoplastic stroma characterized by high mechanical stiffness. In this study, we sought to leverage this feature of PDA for two purposes: differential...
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Published in | Clinical cancer research Vol. 26; no. 6; pp. 1297 - 1308 |
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Main Authors | , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
15.03.2020
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Online Access | Get full text |
ISSN | 1078-0432 1557-3265 1557-3265 |
DOI | 10.1158/1078-0432.CCR-18-3669 |
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Abstract | Pancreatic ductal adenocarcinoma (PDA) is a common, deadly cancer that is challenging both to diagnose and to manage. Its hallmark is an expansive, desmoplastic stroma characterized by high mechanical stiffness. In this study, we sought to leverage this feature of PDA for two purposes: differential diagnosis and monitoring of response to treatment.
Harmonic motion imaging (HMI) is a functional ultrasound technique that yields a quantitative relative measurement of stiffness suitable for comparisons between individuals and over time. We used HMI to quantify pancreatic stiffness in mouse models of pancreatitis and PDA as well as in a series of freshly resected human pancreatic cancer specimens.
In mice, we learned that stiffness increased during progression from preneoplasia to adenocarcinoma and also effectively distinguished PDA from several forms of pancreatitis. In human specimens, the distinction of tumors versus adjacent pancreatitis or normal pancreas tissue was even more stark. Moreover, in both mice and humans, stiffness increased in proportion to tumor size, indicating that tuning of mechanical stiffness is an ongoing process during tumor progression. Finally, using a brca2-mutant mouse model of PDA that is sensitive to cisplatin, we found that tissue stiffness decreases when tumors respond successfully to chemotherapy. Consistent with this observation, we found that tumor tissues from patients who had undergone neoadjuvant therapy were less stiff than those of untreated patients.
These findings support further development of HMI for clinical applications in disease staging and treatment response assessment in PDA. |
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AbstractList | Pancreatic ductal adenocarcinoma (PDA) is a common, deadly cancer that is challenging both to diagnose and to manage. Its hallmark is an expansive, desmoplastic stroma characterized by high mechanical stiffness. In this study, we sought to leverage this feature of PDA for two purposes: differential diagnosis and monitoring of response to treatment.PURPOSEPancreatic ductal adenocarcinoma (PDA) is a common, deadly cancer that is challenging both to diagnose and to manage. Its hallmark is an expansive, desmoplastic stroma characterized by high mechanical stiffness. In this study, we sought to leverage this feature of PDA for two purposes: differential diagnosis and monitoring of response to treatment.Harmonic motion imaging (HMI) is a functional ultrasound technique that yields a quantitative relative measurement of stiffness suitable for comparisons between individuals and over time. We used HMI to quantify pancreatic stiffness in mouse models of pancreatitis and PDA as well as in a series of freshly resected human pancreatic cancer specimens.EXPERIMENTAL DESIGNHarmonic motion imaging (HMI) is a functional ultrasound technique that yields a quantitative relative measurement of stiffness suitable for comparisons between individuals and over time. We used HMI to quantify pancreatic stiffness in mouse models of pancreatitis and PDA as well as in a series of freshly resected human pancreatic cancer specimens.In mice, we learned that stiffness increased during progression from preneoplasia to adenocarcinoma and also effectively distinguished PDA from several forms of pancreatitis. In human specimens, the distinction of tumors versus adjacent pancreatitis or normal pancreas tissue was even more stark. Moreover, in both mice and humans, stiffness increased in proportion to tumor size, indicating that tuning of mechanical stiffness is an ongoing process during tumor progression. Finally, using a brca2-mutant mouse model of PDA that is sensitive to cisplatin, we found that tissue stiffness decreases when tumors respond successfully to chemotherapy. Consistent with this observation, we found that tumor tissues from patients who had undergone neoadjuvant therapy were less stiff than those of untreated patients.RESULTSIn mice, we learned that stiffness increased during progression from preneoplasia to adenocarcinoma and also effectively distinguished PDA from several forms of pancreatitis. In human specimens, the distinction of tumors versus adjacent pancreatitis or normal pancreas tissue was even more stark. Moreover, in both mice and humans, stiffness increased in proportion to tumor size, indicating that tuning of mechanical stiffness is an ongoing process during tumor progression. Finally, using a brca2-mutant mouse model of PDA that is sensitive to cisplatin, we found that tissue stiffness decreases when tumors respond successfully to chemotherapy. Consistent with this observation, we found that tumor tissues from patients who had undergone neoadjuvant therapy were less stiff than those of untreated patients.These findings support further development of HMI for clinical applications in disease staging and treatment response assessment in PDA.CONCLUSIONSThese findings support further development of HMI for clinical applications in disease staging and treatment response assessment in PDA. Pancreatic ductal adenocarcinoma (PDA) is a common, deadly cancer that is challenging both to diagnose and to manage. Its hallmark is an expansive, desmoplastic stroma characterized by high mechanical stiffness. In this study, we sought to leverage this feature of PDA for two purposes: differential diagnosis and monitoring of response to treatment. Harmonic motion imaging (HMI) is a functional ultrasound technique that yields a quantitative relative measurement of stiffness suitable for comparisons between individuals and over time. We used HMI to quantify pancreatic stiffness in mouse models of pancreatitis and PDA as well as in a series of freshly resected human pancreatic cancer specimens. In mice, we learned that stiffness increased during progression from preneoplasia to adenocarcinoma and also effectively distinguished PDA from several forms of pancreatitis. In human specimens, the distinction of tumors versus adjacent pancreatitis or normal pancreas tissue was even more stark. Moreover, in both mice and humans, stiffness increased in proportion to tumor size, indicating that tuning of mechanical stiffness is an ongoing process during tumor progression. Finally, using a brca2-mutant mouse model of PDA that is sensitive to cisplatin, we found that tissue stiffness decreases when tumors respond successfully to chemotherapy. Consistent with this observation, we found that tumor tissues from patients who had undergone neoadjuvant therapy were less stiff than those of untreated patients. These findings support further development of HMI for clinical applications in disease staging and treatment response assessment in PDA. Pancreatic ductal adenocarcinoma (PDA) is a deadly cancer that is challenging to diagnose, manage, and treat. Incipient pancreatic tumors can be difficult to distinguish from mass-forming pancreatitis, and once a patient is diagnosed and treatment begins, monitoring typically requires waiting months for changes in tumor size to become apparent by cross sectional imaging. Harmonic Motion Imaging (HMI) provides a non-invasive, quantitative measure of relative tissue stiffness suitable for comparisons between individuals and over time. We effectively used HMI in both mouse models and human specimens to functionally distinguish pancreatic tumors from pancreatitis and delineate the margins of tumors otherwise not apparent with traditional ultrasound. Moreover, we learned that the mechanical properties of PDA mature during tumor growth, and that tumors responding to chemotherapy become softer in association to regression. These findings provide a translational rationale for the clinical implementation of HMI for pancreatic cancer. |
Author | Sagalovskiy, Irina R. Oberstein, Paul E. Nabavizadeh, Alireza Chabot, John A. Han, Yang Desrouilleres, Deborah Kluger, Michael D. Schrope, Beth A. Orelli, Barbara Remotti, Helen Payen, Thomas Saharkhiz, Niloufar Olive, Kenneth P. Palermo, Carmine F. Konofagou, Elisa E. Iuga, Alina C. Sastra, Stephen A. Rosario, Vilma |
AuthorAffiliation | 2 Division of Oncology, Department of Medicine, New York University Langone Medical Center, New York, NY 10016 6 Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, New York, NY 10032 3 Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY 10032 1 Department of Biomedical Engineering, Columbia University Irving Medical Center, New York, NY 10032 4 Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY 10032 5 Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY 10032 |
AuthorAffiliation_xml | – name: 4 Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY 10032 – name: 6 Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, New York, NY 10032 – name: 2 Division of Oncology, Department of Medicine, New York University Langone Medical Center, New York, NY 10016 – name: 5 Department of Pathology & Cell Biology, Columbia University Irving Medical Center, New York, NY 10032 – name: 1 Department of Biomedical Engineering, Columbia University Irving Medical Center, New York, NY 10032 – name: 3 Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY 10032 |
Author_xml | – sequence: 1 givenname: Thomas surname: Payen fullname: Payen, Thomas – sequence: 2 givenname: Paul E. orcidid: 0000-0001-5918-6004 surname: Oberstein fullname: Oberstein, Paul E. – sequence: 3 givenname: Niloufar orcidid: 0000-0002-1656-6282 surname: Saharkhiz fullname: Saharkhiz, Niloufar – sequence: 4 givenname: Carmine F. surname: Palermo fullname: Palermo, Carmine F. – sequence: 5 givenname: Stephen A. surname: Sastra fullname: Sastra, Stephen A. – sequence: 6 givenname: Yang orcidid: 0000-0002-8843-6970 surname: Han fullname: Han, Yang – sequence: 7 givenname: Alireza surname: Nabavizadeh fullname: Nabavizadeh, Alireza – sequence: 8 givenname: Irina R. surname: Sagalovskiy fullname: Sagalovskiy, Irina R. – sequence: 9 givenname: Barbara surname: Orelli fullname: Orelli, Barbara – sequence: 10 givenname: Vilma surname: Rosario fullname: Rosario, Vilma – sequence: 11 givenname: Deborah surname: Desrouilleres fullname: Desrouilleres, Deborah – sequence: 12 givenname: Helen orcidid: 0000-0003-1555-9299 surname: Remotti fullname: Remotti, Helen – sequence: 13 givenname: Michael D. surname: Kluger fullname: Kluger, Michael D. – sequence: 14 givenname: Beth A. orcidid: 0000-0003-0313-8120 surname: Schrope fullname: Schrope, Beth A. – sequence: 15 givenname: John A. surname: Chabot fullname: Chabot, John A. – sequence: 16 givenname: Alina C. surname: Iuga fullname: Iuga, Alina C. – sequence: 17 givenname: Elisa E. orcidid: 0000-0002-9636-7936 surname: Konofagou fullname: Konofagou, Elisa E. – sequence: 18 givenname: Kenneth P. surname: Olive fullname: Olive, Kenneth P. |
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Snippet | Pancreatic ductal adenocarcinoma (PDA) is a common, deadly cancer that is challenging both to diagnose and to manage. Its hallmark is an expansive,... Pancreatic ductal adenocarcinoma (PDA) is a deadly cancer that is challenging to diagnose, manage, and treat. Incipient pancreatic tumors can be difficult to... |
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SubjectTerms | Aged Aged, 80 and over Animals Diagnosis, Differential Disease Models, Animal Elasticity Imaging Techniques - methods Female Humans Male Mice Mice, Inbred BALB C Mice, Transgenic Middle Aged Motion Neoplasm Staging Pancreatic Neoplasms - diagnostic imaging Pancreatic Neoplasms - drug therapy Pancreatic Neoplasms - pathology Phantoms, Imaging Signal Processing, Computer-Assisted - instrumentation Treatment Outcome Ultrasonography - methods |
Title | Harmonic Motion Imaging of Pancreatic Tumor Stiffness Indicates Disease State and Treatment Response |
URI | https://www.ncbi.nlm.nih.gov/pubmed/31831559 https://www.proquest.com/docview/2337002257 https://pubmed.ncbi.nlm.nih.gov/PMC7073277 |
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