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Li Y, Zheng C, Zhang Y, He T, Chen W, Zheng K. Enhancing preoperative diagnosis of pancreatic ductal adenocarcinoma and mass-forming chronic pancreatitis: a study on normalized conventional MR imaging parameters. Abdom Radiol (NY) 2024:10.1007/s00261-024-04652-7. [PMID: 39488674 DOI: 10.1007/s00261-024-04652-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 10/10/2024] [Accepted: 10/17/2024] [Indexed: 11/04/2024]
Abstract
PURPOSE To assess the utility of signal intensity ratio (SIR) in distinguishing between mass-forming chronic pancreatitis (MFCP) and pancreatic ductal adenocarcinoma (PDAC), thereby reducing unnecessary pancreatectomies or delayed diagnosis brought by misdiagnosis. MATERIALS AND METHODS This retrospective study included 170 participants (34 with MFCP and 136 with PDAC) who underwent radical pancreatic surgery and were diagnosed via specimen pathology. The study group was carefully selected with a 1:4 ratio matching for sex, age, and operation time between two entities. T1 SIR, T2 SIR, arterial phase (AP) SIR, portal venous phase (VP) SIR, delay phase (DP) SIR, DWI0-50 SIR, and DWI500-1000 SIR, were calculated by dividing the signal intensity of lesions by that of the paraspinal muscle, serving as a reference organ. Intraclass Correlation Coefficient (ICC) was estimated to evaluate the intraobserver and interobserver reliability. Wilcoxon tests were employed for univariate analysis, and receiver operating characteristic (ROC) curves were generated to determine optimal cutoff points and AUC values for selected predictors. A tenfold cross-validation method was applied to validate the robustness of the results. RESULTS The ICC demonstrated excellent correlation for both intraobserver and interobserver(ICCs > 0.8). T1 SIR, AP SIR, VP SIR, and DP SIR were significantly lower in the PDAC group compared to the MFCP group, and exhibited good independent predictive properties with the sensitivities of 61.8, 61.8, 70.6, and 73.5%, specificities of 66.2, 68.4, 59.6, and 55.9%, and AUCs of 0.620, 0.659, 0.670, and 0.668, respectively, hovering around 0.7. The tenfold cross-validation confirmed the reliability and robustness of our findings, with consistent AUC, sensitivity, specificity, and 95% confidence intervals over 1000 iterations. CONCLUSION T1 SIR, AP SIR, VP SIR, and DP SIR show promise as potential imaging biomarkers for distinguishing between MFCP and PDAC.
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Affiliation(s)
- Yuxiao Li
- Department of Radiology, Changhai Hospital Affiliated to Navy Medical University, 168 Changhai Road, Shanghai, People's Republic of China
| | - Chenxi Zheng
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital Affiliated to Navy Medical University, 168 Changhai Road, Shanghai, People's Republic of China
| | - Yang Zhang
- Department of Oncology Radiation, Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine, 528 Zhangheng Road, Shanghai, People's Republic of China
| | - Tianlin He
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital Affiliated to Navy Medical University, 168 Changhai Road, Shanghai, People's Republic of China
| | - Wei Chen
- Department of Radiology, Changhai Hospital Affiliated to Navy Medical University, 168 Changhai Road, Shanghai, People's Republic of China
| | - Kailian Zheng
- Department of Hepatobiliary Pancreatic Surgery, Changhai Hospital Affiliated to Navy Medical University, 168 Changhai Road, Shanghai, People's Republic of China.
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Narang M, Singh A, Mahapatra SJ, Gunjan D, Sharma S, Srivastava DN, Yadav R, Dash NR, Bansal VK, Pandey RM, Garg PK, Madhusudhan KS. Utility of dual-energy CT and advanced multiparametric MRI based imaging biomarkers of pancreatic fibrosis in grading the severity of chronic pancreatitis. Abdom Radiol (NY) 2024; 49:3528-3539. [PMID: 38900324 DOI: 10.1007/s00261-024-04443-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 06/02/2024] [Accepted: 06/07/2024] [Indexed: 06/21/2024]
Abstract
PURPOSE To non-invasively quantify pancreatic fibrosis and grade severity of chronic pancreatitis (CP) on dual-energy CT (DECT) and multiparametric MRI (mpMRI). METHODS We included 72 patients (mean age:30years; 59 men) with suspected or confirmed CP from December 2019 to December 2021 graded as equivocal(n = 20), mild(n = 18), and moderate-marked(n = 34) using composite imaging and endoscopic ultrasound criteria. Study patients underwent multiphasic DECT and mpMRI of the abdomen. Normalized iodine concentration(NIC) and fat fraction(FF) on 6-minute delayed DECT, and T1 relaxation time(T1Rt), extracellular volume fraction(ECVf), intravoxel incoherent motion-based perfusion fraction(PF), and magnetization transfer ratio(MTR) on mpMRI of pancreas were compared. 20 renal donors(for DECT) and 20 patients with renal mass(for mpMRI) served as controls. RESULTS NIC of pancreas in controls and progressive grades of CP were 0.24 ± 0.05, 0.80 ± 0.18, 1.06 ± 0.23, 1.40 ± 0.36, FF were 9.28 ± 5.89, 14.19 ± 5.29, 17.31 ± 5.99, 29.32 ± 12.22, T1Rt were 590.11 ± 61.13, 801.93 ± 211.01, 1006.79 ± 352.18, 1388.01 ± 312.23ms, ECVf were 0.07 ± 0.03, 0.30 ± 0.12, 0.41 ± 0.12, 0.53 ± 0.13, PF were 0.38 ± 0.04, 0.28 ± 0.07, 0.25 ± 0.09, 0.21 ± 0.05 and MTR were 0.12 ± 0.03, 0.15 ± 0.06, 0.21 ± 0.07, 0.26 ± 0.06, respectively. There were significant differences for all quantitative parameters between controls and mild CP; for NIC, PF, and ECVf between controls and progressive CP grades (p < 0.05). Area under curve for NIC, FF, T1Rt, ECVf, PF, and MTR in differentiating controls and mild CP were 1.00, 0.86, 0.95, 1.00, 0.90 and 0.84 respectively and for NIC, FF, ECVf and PF in differentiating controls and equivocal CP were 1.00, 0.76, 0.95 and 0.92 respectively. CONCLUSION DECT and mpMRI were useful in quantifying pancreatic fibrosis and grading the severity of CP. NIC was the most accurate marker.
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Affiliation(s)
- Mohak Narang
- Departments of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Anup Singh
- Centre for Biomedical Engineering, Indian Institute of Technology, Hauz Khas, New Delhi, 10029, India
| | - Soumya Jagannath Mahapatra
- Departments of Gastroenterology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Deepak Gunjan
- Departments of Gastroenterology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Sanjay Sharma
- Departments of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Deep Narayan Srivastava
- Departments of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Rajni Yadav
- Departments of Pathology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Nihar Ranjan Dash
- Departments of Gastrointestinal Surgery, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Virinder Kumar Bansal
- Departments of Surgical Disciplines, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Ravindra Mohan Pandey
- Departments of Biostatistics, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Pramod Kumar Garg
- Departments of Gastroenterology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India
| | - Kumble Seetharama Madhusudhan
- Departments of Radiodiagnosis and Interventional Radiology, All India Institute of Medical Sciences, New Delhi, Ansari Nagar, 10029, India.
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Tirkes T. Advances in MRI of Chronic Pancreatitis. ADVANCES IN CLINICAL RADIOLOGY 2024; 6:31-39. [PMID: 39185367 PMCID: PMC11339961 DOI: 10.1016/j.yacr.2024.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
MRI and MRCP play an essential role in diagnosing CP by imaging pancreatic parenchyma and ducts. Quantitative and semi-quantitative MR imaging offers potential advantages over conventional MR imaging, including simplicity of analysis, quantitative and population-based comparisons, and more direct interpretation of disease progression or response to drug therapy. Using parenchymal imaging techniques may provide quantitative metrics for determining the presence and severity of acinar cell loss and aid in diagnosing CP. Given that the parenchymal changes of CP precede the ductal involvement, there would be a significant benefit from developing a new MRI/MRCP based, more robust diagnostic criteria combining ductal and parenchymal findings.
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Affiliation(s)
- Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550 N. University Blvd. Suite 0663, Indianapolis, IN, 46202, USA
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Spilseth B, Fogel EL, Toledo FG, Campbell-Thompson M. Imaging abnormalities of the pancreas in diabetes: implications for diagnosis and treatment. Curr Opin Gastroenterol 2024; 40:381-388. [PMID: 38967933 PMCID: PMC11305921 DOI: 10.1097/mog.0000000000001054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/06/2024]
Abstract
PURPOSE OF REVIEW Radiographic imaging of the pancreas has drawn recent interest as pancreas volume may serve as a biomarker in identifying the likelihood of diabetes development, subtyping diabetes, and identifying prognostic indicators of poor ultimate outcomes. In this review, the role of pancreas imaging is discussed in various forms of diabetes including type 1 diabetes (T1D), type 2 diabetes (T2D), and diabetes of the exocrine pancreas, particularly diabetes following acute or chronic pancreatitis. RECENT FINDINGS Recent literature of quantitative pancreatic imaging correlating with various forms of diabetes was reviewed. Imaging-derived pancreas volumes are lower in individuals with diabetes, in particular those with T1D. Additionally, morphologic changes, enhancement characteristics, fat content, and MRI signal changes have been observed in different diabetes subtypes. These characteristics, as well as potential confounding variables, are reviewed. Additionally, future areas of research in MRI, CT radiomics, and pancreatitis-related imaging predictors of diabetes are discussed. SUMMARY Increased understanding of pancreas imaging features which predict diabetes and gauge prognosis has the potential to identify at-risk individuals and will become increasingly important in diabetes care. This article reviews the current knowledge of common pancreas imaging features as well as future directions of ongoing research in diabetes imaging.
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Affiliation(s)
| | - Evan L Fogel
- Digestive and Liver Disorders, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| | | | - Martha Campbell-Thompson
- Department of Pathology immunology and Laboratory Medicine, University of Florida College of Medicine
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Serai SD, Robson MD, Tirkes T, Trout AT. T 1 Mapping of the Abdomen, From the AJR "How We Do It" Special Series. AJR Am J Roentgenol 2024. [PMID: 39194308 DOI: 10.2214/ajr.24.31643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
By exploiting different tissues' characteristic T1 relaxation times, T1-weighted images help distinguish normal and abnormal tissues, aiding assessment of diffuse and local pathologies. However, such images do not provide quantitative T1 values. Advances in abdominal MRI techniques have enabled measurement of abdominal organs' T1 relaxation times, which can be used to create color-coded quantitative maps. T1 mapping is sensitive to tissue microenvironments including inflammation and fibrosis and has received substantial interest for noninvasive imaging of abdominal organ pathology. In particular, quantitative mapping provides a powerful tool for evaluation of diffuse disease by making apparent changes in T1 occurring across organs that may otherwise be difficult to identify. Quantitative measurement also facilitates sensitive monitoring of longitudinal T1 changes. Increased T1 in liver helps to predict parenchymal fibro-inflammation, in pancreas is associated with reduced exocrine function from chronic or autoimmune pancreatitis, and in kidney is associated with impaired renal function and aids diagnosis of chronic kidney disease. In this review, we describe the acquisition, postprocessing, and analysis of T1 maps in the abdomen and explore applications in liver, spleen, pancreas, and kidney. We highlight practical aspects of implementation and standardization, technical pitfalls and confounding factors, and areas of likely greatest clinical impact.
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Affiliation(s)
- Suraj D Serai
- Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andrew T Trout
- Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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Virostko J, Tirkes T. Cross-sectional imaging of the pancreas in diabetes. Abdom Radiol (NY) 2024; 49:2116-2124. [PMID: 38557767 PMCID: PMC11213663 DOI: 10.1007/s00261-024-04310-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/22/2024] [Accepted: 03/23/2024] [Indexed: 04/04/2024]
Abstract
Diabetes mellitus presents a global health challenge characterized by dysregulated glucose metabolism and insulin resistance. Pancreas dysfunction contributes to the development and progression of diabetes. Cross-sectional imaging modalities have provided new insight into the structural and functional alterations of the pancreas in individuals with diabetes. This review summarizes MRI and CT studies that characterize pancreas alterations in both type 1 and type 2 diabetes and discusses future applications of these techniques.
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Affiliation(s)
- John Virostko
- Department of Diagnostic Medicine, Dell Medical School, University of Texas at Austin, 10 E 24th Street, Austin, TX, 78712, USA.
- Livestrong Cancer Institutes, Dell Medical School, University of Texas at Austin, Austin, TX, USA.
- Department of Oncology, Dell Medical School, University of Texas at Austin, Austin, TX, USA.
- Oden Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX, USA.
| | - Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Urology, Indiana University School of Medicine, Indianapolis, IN, USA
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Beleù A, Canonico D, Morana G. T1 and T2-mapping in pancreatic MRI: Current evidence and future perspectives. Eur J Radiol Open 2024; 12:100572. [PMID: 38872711 PMCID: PMC11170358 DOI: 10.1016/j.ejro.2024.100572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 05/11/2024] [Accepted: 05/22/2024] [Indexed: 06/15/2024] Open
Abstract
Conventional T1- and T2-weighted magnetic resonance imaging (MRI) of the pancreas can vary significantly due to factors such as scanner differences and pulse sequence variations. This review explores T1 and T2 mapping techniques, modern MRI methods providing quantitative information about tissue relaxation times. Various T1 and T2 mapping pulse sequences are currently under investigation. Clinical and research applications of T1 and T2 mapping in the pancreas include their correlation with fibrosis, inflammation, and neoplasms. In chronic pancreatitis, T1 mapping and extracellular volume (ECV) quantification demonstrate potential as biomarkers, aiding in early diagnosis and classification. T1 mapping also shows promise in evaluating pancreatic exocrine function and detecting glucose metabolism disorders. T2* mapping is valuable in quantifying pancreatic iron, offering insights into conditions like thalassemia major. However, challenges persist, such as the lack of consensus on optimal sequences and normal values for healthy pancreas relaxometry. Large-scale studies are needed for validation, and improvements in mapping sequences are essential for widespread clinical integration. The future holds potential for mixed qualitative and quantitative models, extending the applications of relaxometry techniques to various pancreatic lesions and enhancing routine MRI protocols for pancreatic pathology diagnosis and prognosis.
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Affiliation(s)
- Alessandro Beleù
- Department of Radiology, Treviso General Hospital, Piazzale Ospedale 1, Treviso, TV 31100, Italy
| | - Davide Canonico
- Department of Health Physics, Treviso General Hospital, Piazzale Ospedale 1, Treviso, TV 31100, Italy
| | - Giovanni Morana
- Department of Radiology, Treviso General Hospital, Piazzale Ospedale 1, Treviso, TV 31100, Italy
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8
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Zhu L, Sun Z, Dai M, Wu H, Wang X, Xu J, Xue H, Jin Z, Nickel MD, Guo J, Sack I. Tomoelastography and Pancreatic Extracellular Volume Fraction Derived From MRI for Predicting Clinically Relevant Postoperative Pancreatic Fistula. J Magn Reson Imaging 2024; 59:1074-1082. [PMID: 37209387 DOI: 10.1002/jmri.28788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/02/2023] [Accepted: 05/04/2023] [Indexed: 05/22/2023] Open
Abstract
BACKGROUND Pancreatic stiffness and extracellular volume fraction (ECV) are potential imaging biomarkers for pancreatic fibrosis. Clinically relevant postoperative fistula (CR-POPF) is one of the most severe complications after pancreaticoduodenectomy. Which imaging biomarker performs better for predicting the risk of CR-POPF remains unknown. PURPOSE To evaluate the diagnostic performance of ECV and tomoelastography-derived pancreatic stiffness for predicting the risk of CR-POPF in patients undergoing pancreaticoduodenectomy. STUDY TYPE Prospective. POPULATION Eighty patients who underwent multiparametric pancreatic MRI before pancreaticoduodenectomy, among whom 16 developed CR-POPF and 64 did not. FIELD STRENGTH/SEQUENCE 3 T/tomoelastography and precontrast and postcontrast T1 mapping of the pancreas. ASSESSMENT Pancreatic stiffness was measured on the tomographic c-map, and pancreatic ECV was calculated from precontrast and postcontrast T1 maps. Pancreatic stiffness and ECV were compared with histological fibrosis grading (F0-F3). The optimal cutoff values for predicting CR-POPF were determined, and the correlation between CR-POPF and imaging parameters was evaluated. STATISTICAL TESTS The Spearman's rank correlation and multivariate linear regression analysis was conducted. The receiver operating characteristic curve analysis and logistic regression analysis was performed. A double-sided P < 0.05 indicated a statistically significant difference. RESULTS Pancreatic stiffness and ECV both showed a significantly positive correlation with histological pancreatic fibrosis (r = 0.73 and 0.56, respectively). Patients with advanced pancreatic fibrosis had significantly higher pancreatic stiffness and ECV compared to those with no/mild fibrosis. Pancreatic stiffness and ECV were also correlated with each other (r = 0.58). Lower pancreatic stiffness (<1.38 m/sec), lower ECV (<0.28), nondilated main pancreatic duct (<3 mm) and pathological diagnosis other than pancreatic ductal adenocarcinoma were associated with higher risk of CR-POPF at univariate analysis, and pancreatic stiffness was independently associated with CR-POPF at multivariate analysis (odds ratio: 18.59, 95% confidence interval: 4.45, 77.69). DATA CONCLUSION Pancreatic stiffness and ECV were associated with histological fibrosis grading, and pancreatic stiffness was an independent predictor for CR-POPF. LEVEL OF EVIDENCE 1 TECHNICAL EFFICACY STAGE: 5.
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Affiliation(s)
- Liang Zhu
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Zhaoyong Sun
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Menghua Dai
- Department of General Surgery, Peking Union Medical College Hospital, Beijing, China
| | - Huanwen Wu
- Department of Pathology, Peking Union Medical College Hospital, Beijing, China
| | - Xuan Wang
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Jia Xu
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Huadan Xue
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Zhengyu Jin
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | | | - Jing Guo
- Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ingolf Sack
- Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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Fukukura Y, Kanki A. Quantitative Magnetic Resonance Imaging for the Pancreas: Current Status. Invest Radiol 2024; 59:69-77. [PMID: 37433065 DOI: 10.1097/rli.0000000000001002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023]
Abstract
ABSTRACT Magnetic resonance imaging (MRI) is important for evaluating pancreatic disorders, and anatomical landmarks play a major role in the interpretation of results. Quantitative MRI is an effective diagnostic modality for various pathologic conditions, as it allows the investigation of various physical parameters. Recent advancements in quantitative MRI techniques have significantly improved the accuracy of pancreatic MRI. Consequently, this method has become an essential tool for the diagnosis, treatment, and monitoring of pancreatic diseases. This comprehensive review article presents the currently available evidence on the clinical utility of quantitative MRI of the pancreas.
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Affiliation(s)
- Yoshihiko Fukukura
- From the Department of Radiology, Kawasaki Medical School, Kurashiki City, Okayama, Japan
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Sun S, Huang B, Li Q, Wang C, Zhang W, Xu L, Xu Q, Zhang Y. Prediction of pancreatic fibrosis by dual-energy CT-derived extracellular volume fraction: Comparison with MRI. Eur J Radiol 2024; 170:111204. [PMID: 37988962 DOI: 10.1016/j.ejrad.2023.111204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 11/03/2023] [Accepted: 11/14/2023] [Indexed: 11/23/2023]
Abstract
OBJECTIVES To investigate the correlation between dual-energy CT (DECT) and MRI measurements of the extracellular volume fraction (ECV) and to assess the accuracy of both methods in predicting pancreatic fibrosis (PF). METHODS We retrospectively analyzed 43 patients who underwent pancreatectomy and preoperative pancreatic DECT and MRI between November 2018 and May 2022. The ECV was calculated using the T1 relaxation time (for MR-ECV) or absolute enhancement (for DECT-ECV) at equilibrium phase (180 s after contrast injection in our study). Pearson coefficient and Bland-Altman analysis were used to compare the correlation between the two ECVs, Spearman correlations were used to investigate the association between imaging parameters and PF, Receiver operating characteristic (ROC) curves were used to assess the diagnostic performance of the ECVs for advanced fibrosis (F2-F3), and multivariate logistic regression analysis was used to examine the relationship between PF and imaging parameters. RESULTS There was a strong correlation between DECT- and MR-derived ECVs (r = 0.948; p < 0.001). The two ECVs were positively correlated with PF (DECT: r = 0.647, p < 0.001; MR: r = 0.614, p < 0.001), and the mean values were 0.34 ± 0.08 (range: 0.22-0.62) and 0.35 ± 0.09 (range: 0.24-0.66), respectively. The area under the operating characteristic curve (AUC) for subjects with advanced fibrosis diagnosed by ECV was 0.86 for DECT-ECV and 0.87 for MR-ECV. Multivariate logistic regression analysis showed that the DECT-ECV was an independent predictor of PF. CONCLUSIONS The ECV could be an effective predictor of histological fibrosis, and DECT is equivalent to MRI for characterizing pancreatic ECV changes.
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Affiliation(s)
- Shanshan Sun
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China
| | - Ben Huang
- Department of Medical Laboratory, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China
| | - Qiong Li
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China
| | - Chuanbing Wang
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China
| | - Weiming Zhang
- Department of Pathology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China
| | - Lulu Xu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China
| | - Qing Xu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China.
| | - Yele Zhang
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, NO. 300, Guangzhou Road, Nanjing, Jiangsu 210029, China.
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11
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Ambrosetti MC, Grecchi A, Ambrosetti A, Amodio A, Mansueto G, Montemezzi S, Zamboni GA. Quantitative Edge Analysis of Pancreatic Margins in Patients with Chronic Pancreatitis: A Correlation with Exocrine Function. Diagnostics (Basel) 2023; 13:2272. [PMID: 37443666 DOI: 10.3390/diagnostics13132272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/23/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND Many efforts have been made to improve accuracy and sensitivity in diagnosing chronic pancreatitis (CP), obtaining quantitative assessments related to functional data. Our purpose was to correlate a computer-assisted analysis of pancreatic morphology, focusing on glandular margins, with exocrine function-measured by fecal elastase values-in chronic pancreatitis patients. METHODS We retrospectively reviewed chronic pancreatitis patients who underwent fecal elastase assessment and abdominal MRI in our institute within 1 year. We identified 123 patients divided into three groups based on the fecal elastase value: group A with fecal elastase > 200 μg/g; group B with fecal elastase between 100 and 200 μg/g; and group C with fecal elastase < 100 μg/g. Computer-assisted quantitative edge analysis of pancreatic margins was made on non-contrast-enhanced water-only Dixon T1-weighted images, obtaining the pancreatic margin score (PMS). PMS values were compared across groups using a Kruskal-Wallis test and the correlation between PMS and fecal elastase values was tested with the Spearman's test. RESULTS A significant difference in PMS was observed between the three groups (p < 0.0001), with a significant correlation between PMS and elastase values (r = 0.6080). CONCLUSIONS Quantitative edge analysis may stratify chronic pancreatitis patients according to the degree of exocrine insufficiency, potentially contributing to the morphological and functional staging of this pathology.
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Affiliation(s)
- Maria Chiara Ambrosetti
- Radiology Unit, Department of Pathology and Diagnostics, Azienda Ospedaliera Universitaria Integrata, 37126 Verona, Italy
| | - Annamaria Grecchi
- Institute of Radiology, Department of Diagnostics and Public Health, Policlinico GB Rossi, University of Verona, 37134 Verona, Italy
| | - Alberto Ambrosetti
- Department of Physics and Astronomy "Galileo Galilei", University of Padova, 35131 Padova, Italy
| | - Antonio Amodio
- Gastroenterology and Digestive Endoscopy Unit, The Pancreas Institute, Department of Medicine, G.B. Rossi University Hospital, 37134 Verona, Italy
| | - Giancarlo Mansueto
- Institute of Radiology, Department of Diagnostics and Public Health, Policlinico GB Rossi, University of Verona, 37134 Verona, Italy
| | - Stefania Montemezzi
- Radiology Unit, Department of Pathology and Diagnostics, Azienda Ospedaliera Universitaria Integrata, 37126 Verona, Italy
| | - Giulia A Zamboni
- Institute of Radiology, Department of Diagnostics and Public Health, Policlinico GB Rossi, University of Verona, 37134 Verona, Italy
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Zhu L, Wang S, Sun Z, Liu J, Dai M, Han X, Xu Q, Li N, Dominik Nickel M, Xue H, Jin Z. Extracellular volume fraction of the pancreas predicts glucose intolerance in patients undergoing major pancreatic surgeries. Eur J Radiol 2023; 164:110859. [PMID: 37172440 DOI: 10.1016/j.ejrad.2023.110859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/14/2023] [Accepted: 05/02/2023] [Indexed: 05/15/2023]
Abstract
PURPOSE Pancreatic T1 value and extracellular volume fraction (ECV) are potential imaging biomarkers for pancreatic exocrine and endocrine function. This study aims to evaluate the ability of native T1 value and ECV of the pancreas in predicting postoperative new-onset diabetes (NODM) and worsened glucose tolerance in patients undergoing major pancreatic surgeries. METHODS This retrospective study involved 73 patients who underwent 3 T pancreatic MRI with pre- and postcontrast T1 mapping before major pancreatic surgeries. Patients were divided into non-diabetic, pre-diabetic and diabetic groups based on their glycated hemoglobin (HbA1c) value. Preoperative native T1 value and ECV of the pancreas were compared among the three groups. The correlation of pancreatic T1 value and ECV with HbA1c was assessed by linear regression analysis, and the ability of pancreatic T1 value and ECV for predicting postoperative NODM and worsened glucose tolerance was assessed using Cox Proportional hazards regression analysis. RESULTS Native pancreatic T1 value and ECV were both significantly higher in diabetic patients compared to pre-diabetic/non-diabetic patients, and ECV was also significantly higher in pre-diabetic patients compared to non-diabetic patients (all p < 0.05). Both native pancreatic T1 value and ECV showed positive correlation with preoperative HbA1c value (r = 0.50 and 0.55, respectively, both p < 0.001). ECV > 30.7% was the only independent predictor for NODM (HR = 5.687, 95% CI: 1.557, 13.468, p = 0.012) and worsened glucose tolerance (HR = 6.783, 95% CI:, 1.753, 15.842, p = 0.010) after surgery. CONCLUSIONS Pancreatic ECV predicts the risk of postoperative NODM and worsened glucose tolerance in patients undergoing major pancreatic surgeries.
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Affiliation(s)
- Liang Zhu
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China.
| | - Shitian Wang
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Zhaoyong Sun
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Jingyi Liu
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Menghua Dai
- Department of General Surgery, Peking Union Medical College Hospital, Beijing, China
| | - Xianlin Han
- Department of General Surgery, Peking Union Medical College Hospital, Beijing, China
| | - Qiang Xu
- Department of General Surgery, Peking Union Medical College Hospital, Beijing, China
| | - Naishi Li
- Department of Endocrinology, Peking Union Medical College Hospital, Beijing, China
| | | | - Huadan Xue
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
| | - Zhengyu Jin
- Department of Radiology, Peking Union Medical College Hospital, Beijing, China
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13
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Mastracci TL, Apte M, Amundadottir LT, Alvarsson A, Artandi S, Bellin MD, Bernal-Mizrachi E, Caicedo A, Campbell-Thompson M, Cruz-Monserrate Z, El Ouaamari A, Gaulton KJ, Geisz A, Goodarzi MO, Hara M, Hull-Meichle RL, Kleger A, Klein AP, Kopp JL, Kulkarni RN, Muzumdar MD, Naren AP, Oakes SA, Olesen SS, Phelps EA, Powers AC, Stabler CL, Tirkes T, Whitcomb DC, Yadav D, Yong J, Zaghloul NA, Pandol SJ, Sander M. Integrated Physiology of the Exocrine and Endocrine Compartments in Pancreatic Diseases: Workshop Proceedings. Diabetes 2023; 72:433-448. [PMID: 36940317 PMCID: PMC10033248 DOI: 10.2337/db22-0942] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 12/29/2022] [Indexed: 03/22/2023]
Abstract
The Integrated Physiology of the Exocrine and Endocrine Compartments in Pancreatic Diseases workshop was a 1.5-day scientific conference at the National Institutes of Health (Bethesda, MD) that engaged clinical and basic science investigators interested in diseases of the pancreas. This report provides a summary of the proceedings from the workshop. The goals of the workshop were to forge connections and identify gaps in knowledge that could guide future research directions. Presentations were segregated into six major theme areas, including 1) pancreas anatomy and physiology, 2) diabetes in the setting of exocrine disease, 3) metabolic influences on the exocrine pancreas, 4) genetic drivers of pancreatic diseases, 5) tools for integrated pancreatic analysis, and 6) implications of exocrine-endocrine cross talk. For each theme, multiple presentations were followed by panel discussions on specific topics relevant to each area of research; these are summarized here. Significantly, the discussions resulted in the identification of research gaps and opportunities for the field to address. In general, it was concluded that as a pancreas research community, we must more thoughtfully integrate our current knowledge of normal physiology as well as the disease mechanisms that underlie endocrine and exocrine disorders so that there is a better understanding of the interplay between these compartments.
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Affiliation(s)
- Teresa L. Mastracci
- Department of Biology, Indiana University–Purdue University Indianapolis, Indianapolis, IN
| | - Minoti Apte
- Faculty of Medicine and Health, University of New South Wales, Sydney, Australia
| | | | - Alexandra Alvarsson
- Diabetes, Obesity, and Metabolism Institute, Mount Sinai Hospital, New York, NY
| | - Steven Artandi
- Department of Internal Medicine, Stanford University, Stanford, CA
| | - Melena D. Bellin
- Departments of Pediatrics and Surgery, University of Minnesota Medical School, Minneapolis, MN
| | - Ernesto Bernal-Mizrachi
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL
| | - Alejandro Caicedo
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL
| | - Martha Campbell-Thompson
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL
| | - Zobeida Cruz-Monserrate
- Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH
| | | | - Kyle J. Gaulton
- Department of Pediatrics, University of California San Diego, La Jolla, CA
| | - Andrea Geisz
- Department of Molecular and Cell Biology, Boston University Henry M. Goldman School of Dental Medicine, Boston, MA
| | - Mark O. Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Manami Hara
- Department of Medicine, The University of Chicago, Chicago, IL
| | - Rebecca L. Hull-Meichle
- Department of Medicine, Division of Metabolism, Endocrinology, and Nutrition, University of Washington, Seattle, WA
| | - Alexander Kleger
- Institute of Molecular Oncology and Stem Cell Biology, Ulm University, Ulm, Germany
| | - Alison P. Klein
- Department of Pathology and Medicine, Johns Hopkins School of Medicine, Baltimore MD
| | - Janel L. Kopp
- Department of Cellular & Physiological Sciences, The University of British Columbia, Vancouver, Canada
| | | | - Mandar D. Muzumdar
- Departments of Genetics and Internal Medicine (Oncology), Yale University School of Medicine, New Haven, CT
| | | | - Scott A. Oakes
- Department of Pathology, The University of Chicago, Chicago, IL
| | - Søren S. Olesen
- Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Edward A. Phelps
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL
| | - Alvin C. Powers
- Department of Medicine, Division of Diabetes, Endocrinology, and Metabolism, Vanderbilt University Medical Center, Nashville, TN
| | - Cherie L. Stabler
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL
| | - Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN
| | | | - Dhiraj Yadav
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Jing Yong
- Degenerative Diseases Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA
| | - Norann A. Zaghloul
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Stephen J. Pandol
- Department of Gastroenterology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Maike Sander
- Department of Pediatrics and Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA
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14
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Li S, Liu J, Guo R, Nickel MD, Zhang Y, Cheng J, Zhu J. T 1 mapping and extracellular volume fraction measurement to evaluate the poor-prognosis factors in patients with cervical squamous cell carcinoma. NMR IN BIOMEDICINE 2023:e4918. [PMID: 36914267 DOI: 10.1002/nbm.4918] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 02/13/2023] [Accepted: 02/17/2023] [Indexed: 06/18/2023]
Abstract
PURPOSE To evaluate the clinical feasibility of T1 mapping and extracellular volume fraction (ECV) measurement in assessing prognostic factors in patients with cervical squamous cell carcinoma (CSCC). MATERIALS AND METHODS A total of 117 CSCC patients and 59 healthy volunteers underwent T1 mapping and diffusion-weighted imaging (DWI) on a 3 T system. Native T1 , contrast-enhanced T1 , ECV, and apparent diffusion coefficient (ADC) were calculated and compared based on surgico-pathologically verified deep stromal infiltration, parametrial invasion (PMI), lymphovascular space invasion (LVSI), lymph node metastasis, stage, histologic grade, and the Ki-67 labeling index (LI). RESULTS Native T1 , contrast-enhanced T1 , ECV, and ADC values were significantly different between CSCC and the normal cervix (all p < 0.05). No significant differences were observed in any parameters of CSCC when the tumors were grouped by stromal infiltration or lymph node status, respectively (all p > 0.05). In subgroups of the tumor stage and PMI, native T1 was significantly higher for advanced-stage (p = 0.032) and PMI-positive CSCC (p = 0.001). In subgroups of the grade and Ki-67 LI, contrast-enhanced T1 was significantly higher for high-grade (p = 0.012) and Ki-67 LI ≥ 50% tumors (p = 0.027). ECV was significantly higher in LVSI-positive CSCC than in LVSI-negative CSCC (p < 0.001). ADC values showed a significant difference for the grade (p < 0.001) but none for the other subgroups. CONCLUSION Both T1 mapping and DWI could stratify the CSCC histologic grade. In addition, T1 mapping and ECV measurement might provide more quantitative metrics for noninvasively predicting poor prognostic factors and aiding in preoperative risk assessment in CSCC patients.
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Affiliation(s)
- Shujian Li
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jie Liu
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Rufei Guo
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | | | - Yong Zhang
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jingliang Cheng
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jinxia Zhu
- MR Collaboration, Siemens Healthcare Ltd., Beijing, China
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15
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Steinkohl E, Olesen SS, Hansen TM, Drewes AM, Frøkjær JB. Quantification of parenchymal fibrosis in chronic pancreatitis: relation to atrophy and pancreatic function. Acta Radiol 2023; 64:936-944. [PMID: 35915988 DOI: 10.1177/02841851221114772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Non-invasive modalities for assessing chronic pancreatitis (CP) are needed in clinical practice. PURPOSE To investigate the correlation between magnetic resonance elastography (MRE)-derived stiffness and T1 relaxation times (as proxies of fibrosis) and explore their relationships to gland volume and pancreatic functions in patients with CP and healthy controls (HCs). MATERIAL AND METHODS In 49 patients with CP and 35 HCs, pancreatic stiffness, T1 relaxation times, and gland volume were assessed. Fecal elastase and the presence of diabetes were used to evaluate pancreatic exocrine and endocrine functions. Uni- and multivariable linear regression models were used to analyze correlations between imaging parameters. RESULTS There was a positive correlation between MRE-derived stiffness and T1 relaxation times in patients with CP (R2 = 0.42; P < 0.001) and HCs (R2 = 0.14; P = 0.028). There was no correlation between MRE-derived stiffness and gland volume in patients (R2 = 0.007; P = 0.065) or HCs (R2 = 0.010; P = 0.57). T1 relaxation time was correlated to gland volume (R2 = 0.19; P = 0.002) in patients with CP but not in the HCs (P = 0.056). Severity of pancreatic functional impairment was reflected by increased fibrosis-related parameters in patients without functional impairment, followed by a further increase in fibrosis-related parameters and reduction in gland volume in patients with pancreatic functional impairments. CONCLUSION Pancreatic MRE-derived stiffness and T1 relaxation times might reflect early pathophysiological changes in CP. The dynamic correlation with pancreatic function suggests that these parameters may be useful for the non-invasive and early identification of CP.
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Affiliation(s)
- Emily Steinkohl
- Mech-Sense, Department of Radiology, 53141Aalborg University Hospital, Aalborg, Denmark
- Centre for Pancreatic Diseases, Department of Gastroenterology and Hepatology, 53141Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, 1004Aalborg University, Aalborg, Denmark
| | - Søren Schou Olesen
- Centre for Pancreatic Diseases, Department of Gastroenterology and Hepatology, 53141Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, 1004Aalborg University, Aalborg, Denmark
| | - Tine Maria Hansen
- Mech-Sense, Department of Radiology, 53141Aalborg University Hospital, Aalborg, Denmark
- Centre for Pancreatic Diseases, Department of Gastroenterology and Hepatology, 53141Aalborg University Hospital, Aalborg, Denmark
| | - Asbjørn Mohr Drewes
- Centre for Pancreatic Diseases, Department of Gastroenterology and Hepatology, 53141Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, 1004Aalborg University, Aalborg, Denmark
| | - Jens Brøndum Frøkjær
- Mech-Sense, Department of Radiology, 53141Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, 1004Aalborg University, Aalborg, Denmark
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16
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Wen B, Zhang Z, Fu K, Zhu J, Liu L, Gao E, Qi J, Zhang Y, Cheng J, Qu F, Zhu J. Value of pre-/post-contrast-enhanced T1 mapping and readout segmentation of long variable echo-train diffusion-weighted imaging in differentiating parotid gland tumors. Eur J Radiol 2023; 162:110748. [PMID: 36905715 DOI: 10.1016/j.ejrad.2023.110748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 01/29/2023] [Accepted: 02/13/2023] [Indexed: 02/25/2023]
Abstract
PURPOSE This study aimed to explore the value of pre-/post-contrast-enhanced T1 mapping and readout segmentation of long variable echo-train diffusion-weighted imaging (RESOLVE-DWI) for the differential diagnosis of parotid gland tumors. METHODS A total of 128 patients with histopathologically confirmed parotid gland tumors [86 benign tumors (BTs) and 42 malignant tumors (MTs)] were retrospectively recruited. BTs were further divided into pleomorphic adenomas (PAs, n = 57) and Warthin's tumors (WTs, n = 15). MRI examinations were performed before and after contrast injection to measure the longitudinal relaxation time (T1) value (T1p and T1e, respectively) and the apparent diffusion coefficient (ADC) value of the parotid gland tumors. The reduction in T1 (T1d) values and the percentage of T1 reduction (T1d%) were calculated. RESULTS The T1d and ADC values of the BTs were considerably higher than those of the MTs (all P <.05). The area under the curve (AUC) of the T1d and ADC values for differentiating between BTs and MTs of the parotid was 0.618 and 0.804, respectively (all P <.05). The AUC of the T1p, T1d, T1d%, and ADC values for differentiating between PAs and WTs was 0.926, 0.945, 0.925, and 0.996, respectively (all P >.05). The ADC and T1d% + ADC values performed better in differentiating between PAs and MTs than the T1p, T1d, and T1d% (AUC values: 0.902, 0.909, 0.660, 0.726, and 0.736, respectively). The T1p, T1d, T1d%, and T1d% + T1p values all had high diagnosis efficacy in differentiating WTs from MTs (AUC values: 0.865, 0.890, 0.852, and 0.897, respectively, all P >.05). CONCLUSION T1 mapping and RESOLVE-DWI can be used to differentiate parotid gland tumors quantitatively and can be complementary to each other.
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Affiliation(s)
- Baohong Wen
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Zanxia Zhang
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Kun Fu
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Jing Zhu
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Liang Liu
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Eryuan Gao
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Jinbo Qi
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Yong Zhang
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Jingliang Cheng
- Department of MRI, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China.
| | - Feifei Qu
- MR Collaboration, Siemens Healthnieer Ltd., Beijing, China
| | - Jinxia Zhu
- MR Collaboration, Siemens Healthnieer Ltd., Beijing, China
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17
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Tirkes T, Yadav D, Conwell DL, Territo PR, Zhao X, Persohn SA, Dasyam AK, Shah ZK, Venkatesh SK, Takahashi N, Wachsman A, Li L, Li Y, Pandol SJ, Park WG, Vege SS, Hart PA, Topazian M, Andersen DK, Fogel EL. Quantitative MRI of chronic pancreatitis: results from a multi-institutional prospective study, magnetic resonance imaging as a non-invasive method for assessment of pancreatic fibrosis (MINIMAP). Abdom Radiol (NY) 2022; 47:3792-3805. [PMID: 36038644 PMCID: PMC9423890 DOI: 10.1007/s00261-022-03654-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 08/09/2022] [Accepted: 08/11/2022] [Indexed: 01/18/2023]
Abstract
PURPOSE To determine if quantitative MRI techniques can be helpful to evaluate chronic pancreatitis (CP) in a setting of multi-institutional study. METHODS This study included a subgroup of participants (n = 101) enrolled in the Prospective Evaluation of Chronic Pancreatitis for Epidemiologic and Translational Studies (PROCEED) study (NCT03099850) from February 2019 to May 2021. MRI was performed on 1.5 T using Siemens and GE scanners at seven clinical centers across the USA. Quantitative MRI parameters of the pancreas included T1 relaxation time, extracellular volume (ECV) fraction, apparent diffusion coefficient (ADC), and fat signal fraction. We report the diagnostic performance and mean values within the control (n = 50) and CP (n = 51) groups. The T1, ECV and fat signal fraction were combined to generate the quantitative MRI score (Q-MRI). RESULTS There was significantly higher T1 relaxation time; mean 669 ms (± 171) vs. 593 ms (± 82) (p = 0.006), ECV fraction; 40.2% (± 14.7) vs. 30.3% (± 11.9) (p < 0.001), and pancreatic fat signal fraction; 12.2% (± 5.5) vs. 8.2% (± 4.4) (p < 0.001) in the CP group compared to controls. The ADC was similar between groups (p = 0.45). The AUCs for the T1, ECV, and pancreatic fat signal fraction were 0.62, 0.72, and 0.73, respectively. The composite Q-MRI score improved the diagnostic performance (cross-validated AUC: 0.76). CONCLUSION Quantitative MR parameters evaluating the pancreatic parenchyma (T1, ECV fraction, and fat signal fraction) are helpful in the diagnosis of CP. A Q-MRI score that combines these three MR parameters improves diagnostic performance. Further studies are warranted with larger study populations including patients with acute and recurrent acute pancreatitis and longitudinal follow-ups.
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Affiliation(s)
- Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine Indianapolis, 550 N. University Blvd. Suite 0663, Indianapolis, IN 46202 USA
| | - Dhiraj Yadav
- Department of Medicine Division of Gastroenterology, Hepatology & Nutrition University of Pittsburgh School of Medicine, Pittsburgh, PA USA
| | - Darwin L. Conwell
- Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY USA
| | - Paul R. Territo
- Division of Clinical Pharmacology, Stark Neurosciences Research Institute Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202 USA
| | - Xuandong Zhao
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202 USA
| | - Scott A. Persohn
- Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN 46202 USA
| | - Anil K. Dasyam
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA USA
| | - Zarine K. Shah
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH USA
| | | | | | - Ashley Wachsman
- Department of Radiology Cedars-Sinai Medical Center, University of California in Los Angeles, Los Angeles, CA USA
| | - Liang Li
- Department of Biostatistics Director, Quantitative Science Program, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Yan Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Stephen J. Pandol
- Division of Digestive and Liver Diseases Cedars-Sinai Medical Center, Los Angeles, CA USA
| | - Walter G. Park
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA USA
| | - Santhi S. Vege
- Department of Internal Medicine, Mayo Clinic, Rochester, MN USA
| | - Phil A. Hart
- Division of Gastroenterology, Hepatology & Nutrition The Ohio State University Wexner Medical Center, Columbus, OH USA
| | | | - Dana K. Andersen
- Division of Digestive Diseases and Nutrition National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD USA
| | - Evan L. Fogel
- Lehman, Bucksot and Sherman Section of Pancreatobiliary Endoscopy, Indiana University School of Medicine, Indianapolis, IN USA
| | - On behalf of the Consortium for the Study of Chronic Pancreatitis, Diabetes, Pancreatic Cancer (CPDPC)
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine Indianapolis, 550 N. University Blvd. Suite 0663, Indianapolis, IN 46202 USA
- Department of Medicine Division of Gastroenterology, Hepatology & Nutrition University of Pittsburgh School of Medicine, Pittsburgh, PA USA
- Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY USA
- Division of Clinical Pharmacology, Stark Neurosciences Research Institute Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202 USA
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202 USA
- Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN 46202 USA
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA USA
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH USA
- Department of Radiology, Mayo Clinic, Rochester, MN USA
- Department of Radiology Cedars-Sinai Medical Center, University of California in Los Angeles, Los Angeles, CA USA
- Department of Biostatistics Director, Quantitative Science Program, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX USA
- Division of Digestive and Liver Diseases Cedars-Sinai Medical Center, Los Angeles, CA USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA USA
- Department of Internal Medicine, Mayo Clinic, Rochester, MN USA
- Division of Gastroenterology, Hepatology & Nutrition The Ohio State University Wexner Medical Center, Columbus, OH USA
- Mayo Clinic, Rochester, MN USA
- Division of Digestive Diseases and Nutrition National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD USA
- Lehman, Bucksot and Sherman Section of Pancreatobiliary Endoscopy, Indiana University School of Medicine, Indianapolis, IN USA
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18
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Fukui H, Onishi H, Nakamoto A, Tsuboyama T, Ota T, Yano K, Enchi Y, Yamada D, Takeda Y, Kobayashi S, Fukuda Y, Eguchi H, Matsui T, Tatsumi M, Tomiyama N. Pancreatic fibrosis by extracellular volume fraction using Contrast-enhanced computed tomography and relationship with pancreatic cancer. Eur J Radiol 2022; 156:110522. [PMID: 36113381 DOI: 10.1016/j.ejrad.2022.110522] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 08/26/2022] [Accepted: 09/06/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE This study aimed to assess the relationship between pancreatic fibrosis measured by the extracellular volume fraction (ECV) using contrast-enhanced computed tomography (CT) and the histologic pancreatic fibrosis fraction and investigate the relationship between pancreatic fibrosis and pancreatic cancer. METHOD The study included 88 consecutive patients (48 males, 40 females; median age, 69 years; range, 17-89 years); 47 had pancreatic cancer, and 41 had other diseases. Fifty-two cases were evaluated pathologically for pancreatic fibrosis. The histologic pancreatic fibrosis fraction was quantified using image analysis software in nontumorous pancreatic tissue at the resection stump using 2-µm-thick Azan-stained slides. Two board-certified radiologists measured ECV in the pancreatic parenchyma at an estimated transection line. The correlation between histologic pancreatic fibrosis fraction and ECV was investigated, and whether the ECV value could be used as a biomarker for pancreatic cancer was investigated. RESULTS The histologic pancreatic fibrosis fraction was significantly correlated with the ECV (r = 0.64, P < 0.01). Pancreatic fibrosis evaluated by ECV was higher in pancreatic cancer patients than in other patients (P < 0.01). On receiver-operating characteristic curve analysis, the ECV had good diagnostic accuracy for the development of pancreatic cancer (cut-off value 32.8%; sensitivity 61.0%, specificity 85.1%). ECV was identified on multivariate analysis as an independent risk factor for pancreatic cancer (odds ratio 1.16; P < 0.01). CONCLUSIONS Extracellular volume fraction was strongly related to the histologic pancreatic fibrosis fraction, which was independently associated with pancreatic cancer. Thus, extracellular volume fraction is an imaging biomarker that reflects the progression of pancreatic fibrosis and may potentially help predict the development of pancreatic cancer, although further investigation will be needed.
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Affiliation(s)
- Hideyuki Fukui
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan.
| | - Hiromitsu Onishi
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
| | - Atsushi Nakamoto
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
| | - Takahiro Tsuboyama
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
| | - Takashi Ota
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
| | - Keigo Yano
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
| | - Yukihiro Enchi
- Division of Radiology, Department of Medical Technology, Osaka University Hospital, Japan
| | - Daisaku Yamada
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Japan
| | - Yu Takeda
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Japan
| | - Shogo Kobayashi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Japan
| | - Yasunari Fukuda
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Japan; Department of Surgery, Kinan Hospital, Japan
| | - Hidetoshi Eguchi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Japan
| | - Takahiro Matsui
- Department of Pathology, Osaka University Graduate School of Medicine, Japan
| | - Mitsuaki Tatsumi
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
| | - Noriyuki Tomiyama
- Department of Diagnostic and Interventional Radiology, Osaka University Graduate School of Medicine, Japan
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Tirkes T, Dasyam AK, Shah ZK, Fogel EL, Vege SS, Li L, Li S, Chang ST, Farinas CA, Grajo JR, Mawad K, Takahashi N, Venkatesh SK, Wachsman A, Fisher WE, Forsmark CE, Hart PA, Pandol SJ, Park WG, Van Den Eeden SK, Yang Y, Topazian M, Andersen DK, Serrano J, Conwell DL, Yadav D. T1 signal intensity ratio of the pancreas as an imaging biomarker for the staging of chronic pancreatitis. Abdom Radiol (NY) 2022; 47:3507-3519. [PMID: 35857066 PMCID: PMC10020893 DOI: 10.1007/s00261-022-03611-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/30/2022] [Accepted: 07/03/2022] [Indexed: 01/18/2023]
Abstract
PURPOSE Our purpose was to validate the T1 SIR (T1 score) as an imaging biomarker for the staging of CP in a large, multi-institutional, prospective study. METHODS The prospective study population included 820 participants enrolled in the PROCEED study from nine clinical centers between June 2017 and December 2021. A radiologist at each institution used a standardized method to measure the T1 signal intensity of the pancreas and the reference organs (spleen, paraspinal muscle, liver), which was used to derive respective T1 scores. Participants were stratified according to the seven mechanistic stages of chronic pancreatitis (MSCP 0-6) based on their clinical history, MRCP, and CT findings. RESULTS The mean pancreas-to-spleen T1 score was 1.30 in participants with chronic abdominal pain, 1.22 in those with acute or recurrent acute pancreatitis, and 1.03 in definite CP. After adjusting for covariates, we observed a linear, progressive decline in the pancreas-to-spleen T1 score with increasing MSCP from 0 to 6. The mean pancreas-to-spleen T1 scores were 1.34 (MSCP 0), 1.27 (MSCP 1), 1.21 (MSCP 2), 1.16 (MSCP 3), 1.18 (MSCP 4), 1.12 (MSCP 5), and 1.05 (MSCP 6) (p < 0.0001). The pancreas-to-liver and pancreas-to-muscle T1 scores showed less linear trends and wider confidence intervals. CONCLUSION The T1 score calculated by SIR of the pancreas-to-spleen shows a negative linear correlation with the progression of chronic pancreatitis. It holds promise as a practical imaging biomarker in evaluating disease severity in clinical research and practice.
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Affiliation(s)
- Temel Tirkes
- Department of Radiology & Imaging Sciences, Indiana University School of Medicine, 550 N. University Blvd. Suite 0663, Indianapolis, IN, 46202, USA.
| | - Anil K Dasyam
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Zarine K Shah
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Evan L Fogel
- Lehman, Bucksot and Sherman Section of Pancreatobiliary Endoscopy, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Liang Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shuang Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephanie T Chang
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Carlos A Farinas
- Baylor College of Medicine, Radiology Department, TX, Houston, USA
| | - Joseph R Grajo
- University of Florida College of Medicine, Gainesville, FL, USA
| | - Kareem Mawad
- The Permanente Medical Group, South San Francisco Medical Center, South San Francisco, CA, 94080, USA
| | | | | | - Ashley Wachsman
- Department of Radiology, Cedars-Sinai Medical Center, University of California in Los Angeles, Los Angeles, CA, USA
| | - William E Fisher
- Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Christopher E Forsmark
- Division of Gastroenterology, Hepatology, and Nutrition, University of Florida, Gainesville, FL, 32610, USA
| | - Phil A Hart
- Division of Gastroenterology, Hepatology & Nutrition, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Stephen J Pandol
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Walter G Park
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA, USA
| | | | - Yunlong Yang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Dana K Andersen
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Jose Serrano
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Darwin L Conwell
- Department of Internal Medicine, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Dhiraj Yadav
- Department of Medicine, Division of Gastroenterology, Hepatology & Nutrition, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Histopathologic correlation of pancreatic fibrosis with pancreatic magnetic resonance imaging quantitative metrics and Cambridge classification. Abdom Radiol (NY) 2022; 47:2371-2380. [PMID: 35486166 DOI: 10.1007/s00261-022-03532-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 04/11/2022] [Accepted: 04/12/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE To determine the correlation of the T1-weighted signal intensity ratio (T1 SIR, or T1 Score) and arterial-to-delayed venous enhancement ratio (ADV ratio) of the pancreas with pancreatic fibrosis on histopathology. METHODS Sixty consecutive adult CP patients who had an MRI/MRCP study prior to pancreatic surgery were analyzed. Three blinded observers measured T1 SIR of pancreas to spleen (T1 SIR p/s), pancreas-to-paraspinal muscle (T1 SIR p/m), ADV ratio, and Cambridge grade. Histopathologic grades were given by a gastrointestinal pathologist using Ammann's fibrosis score. Statistical analysis included Spearman's correlation coefficient of the T1 SIR, ADV ratio, Cambridge grade with the fibrosis score, and weighted kappa for interobserver agreement. RESULTS The study population included 31 female and 29 male patients, with an average age of 52.1 (26-78 years). Correlations between fibrosis score and T1 SIR p/s, T1 SIR p/m, and ADV ratio were ρ = - 0.54 (p = 0.0001), ρ = - 0.19 (p = 0.19), and ρ = - 0.39 (p = 0.003), respectively. The correlation of Cambridge grade with fibrosis score was ρ = 0.26 (p = 0.07). There was substantial interobserver agreement (weighted kappa) for T1 SIR p/s (0.78), T1 SIR p/m (0.71), and ADV ratio (0.64). T1 SIR p/s of ≤ 1.20 provided a sensitivity of 74% and specificity of 50% (AUC: 0.74), while ADV ratio of ≤ 1.10 provided a sensitivity of 75% and specificity of 55% (AUC: 0.68) to detect a fibrosis score of ≥ 6. CONCLUSION There is a moderate negative correlation between the T1 Score (SIR p/s) and ADV ratio with pancreatic fibrosis and a substantial interobserver agreement. These parenchymal metrics show a higher correlation than the Cambridge grade.
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21
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Doherty D, Khambalia H, Summers A, Moinuddin Z, Yiannoullou P, Krishnan A, Augustine T, Naish J, van Dellen D. Future imaging modalities for the assessment of pancreas allografts a scan of the horizon. Transplant Rev (Orlando) 2022; 36:100692. [DOI: 10.1016/j.trre.2022.100692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/22/2022] [Accepted: 03/23/2022] [Indexed: 10/18/2022]
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Tirkes T, Dasyam AK, Shah ZK, Fogel EL. Role of standardized reporting and novel imaging markers in chronic pancreatitis. Curr Opin Gastroenterol 2021; 37:512-519. [PMID: 34148967 PMCID: PMC8364495 DOI: 10.1097/mog.0000000000000766] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW This article reviews recent efforts about standardized imaging features and reporting of chronic pancreatitis and recently published or ongoing imaging studies, which aim to establish novel imaging biomarkers for detection of parenchymal changes seen in chronic pancreatitis. RECENT FINDINGS New novel MRI techniques are being developed to increase the diagnostic yield of chronic pancreatitis specifically in the early stage. T1 relaxation time, T1 signal intensity ratio and extracellular volume fraction offer potential advantages over conventional cross-sectional imaging, including simplicity of analysis and more objective interpretation of observations allowing population-based comparisons. In addition, standardized definitions and reporting guidelines for chronic pancreatitis based on available evidence and expert consensus have been proposed. These new imaging biomarkers and reporting guidelines are being validated for prognostic/therapeutic assessment of adult patients participating in longitudinal studies of The Consortium for the Study of Chronic Pancreatitis, Diabetes and Pancreatic Cancer. SUMMARY New imaging biomarkers derived from novel MRI sequences promise a new chapter for diagnosis and severity assessment of chronic pancreatitis; a cross-sectional imaging-based diagnostic criteria for chronic pancreatitis combining ductal and parenchymal findings. Standardized imaging findings and reporting guidelines of chronic pancreatitis would enhance longitudinal assessment of disease severity in clinical trials and improve communication between radiologists and pancreatologists in clinical practice.
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Affiliation(s)
- Temel Tirkes
- Associate Professor of Radiology, Imaging Sciences, Medicine and Urology, Department of Radiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Anil K. Dasyam
- Associate Professor of Radiology and Medicine, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Zarine K. Shah
- Associate Professor of Radiology, Department of Radiology, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Evan L. Fogel
- Professor of Medicine, Lehman, Bucksot and Sherman Section of Pancreatobiliary Endoscopy, Indiana University School of Medicine, Indianapolis, IN, USA
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Abstract
Chronic pancreatitis is a clinical entity that results from the progressive inflammation and irreversible fibrosis of the pancreas resulting from the cumulative injury sustained by the pancreas over time. It is an illness with variable presentations that can severely impact quality of life, while its long-term complications such as exocrine pancreatic insufficiency (EPI), diabetes mellitus, and risk of pancreatic cancer can become life threatening. The diagnosis of chronic pancreatitis can be challenging as despite the recent advancements in imaging technology, the radiographic findings do not become prominent until late stages of disease. Thus, the physicians' clinical acumen in obtaining thorough history taking focusing on risk factors, clinical symptoms, in addition to high-quality imaging, often guide to the accurate diagnosis of chronic pancreatitis. Endoscopy also plays a pivotal role in the diagnosis and management of chronic pancreatitis. Endoscopic ultrasound (EUS) is believed to be the most sensitive modality for diagnosing chronic pancreatitis. Despite efforts, however, natural history studies have demonstrated that 61% of individuals with chronic pancreatitis will require at least one endoscopic intervention, while 31% will require a surgical procedure as part of their management strategy. Recent advancements in genomic studies have furthered our understanding of the genetic polymorphisms that are associated with the pathogenesis of chronic pancreatitis. Genetic testing offers the potential to reveal treatable pancreatitis-related disorders, and can inform decision making with regard to radical therapies for persistent or severe disease such as total pancreatectomy with islet autotransplantation (TPIAT). The management of patients suffering from chronic pancreatitis often requires a multi-disciplinary approach, addressing pertinent symptoms as well as the sequelae of chronic inflammation and fibrosis. Abdominal pain is the prevailing symptom and most common complication of chronic pancreatitis, and impairs quality of life. Although heavily dependent on a wide range of analgesia, endoscopic treatment such as endoscopic retrograde cholangiopancreatography (ERCP) and surgical intervention can offer long-lasting relief of symptoms. For EPI, treatment with pancreatic enzyme supplements offers marginal-to-moderate relief. The most feared complication of chronic pancreatitis-the development of pancreatic cancer-has no known prevention measure to date.
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Evrimler S, Swensson JK, Are VS, Tirkes T, Vuppalanchi R, Akisik F. Quantitative assessment of disease severity of primary sclerosing cholangitis with T1 mapping and extracellular volume imaging. Abdom Radiol (NY) 2021; 46:2433-2443. [PMID: 33135100 DOI: 10.1007/s00261-020-02839-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 10/16/2020] [Accepted: 10/20/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE Assess the relationship between liver T1 relaxation time and extracellular volume (ECV) fraction and the disease severity of primary sclerosing cholangitis (PSC). METHODS This retrospective study included 93 patients with PSC and 66 healthy patients in the control group. T1 relaxation times were measured in the right and left lobe, as well as in the area of stricture. T1PSC and ECVPSC were calculated by averaging T1 and ECV of both lobes and stricture site. T1 and ECV were compared between the two groups and according to PSC phenotypes and severity based on Mayo Risk Score (MRS). We also examined the relationship between T1 and ECV with non-invasive measures of fibrosis such as Fibrosis-4 index (FIB-4) and liver stiffness measurement (LSM) by transient elastography. RESULTS Mean liver T1 (774 ± 111 ms, p < 0.001) and liver ECV (0.40 ± 0.14, p < 0.05) were significantly higher with both large-duct and small-duct-type PSC which may lack classic imaging findings on MRCP compared to the control group (p < 0.001). T1PSC and ECVPSC showed weak-moderate correlation with LSM, FIB-4, and MRS (p < 0.05). Cut-off values of liver T1 to detect patients in low-risk and high-risk MRS groups were 677 ms (AUC: 0.68, sensitivity: 76%, specificity: 53%, p = 0.03) and 743 ms (AUC: 0.83, sensitivity: 79%, specificity: 76%, p < 0.001), respectively. CONCLUSION T1 relaxation time and ECV fraction can be used for quantitative assessment of disease severity in patients with PSC.
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Cheng M, Gromski MA, Fogel EL, DeWitt JM, Patel AA, Tirkes T. T1 mapping for the diagnosis of early chronic pancreatitis: correlation with Cambridge classification system. Br J Radiol 2021; 94:20200685. [PMID: 33861154 DOI: 10.1259/bjr.20200685] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
OBJECTIVE This study aims to determine if T1 relaxation time of the pancreas can detect parenchymal changes in early chronic pancreatitis (CP). METHODS This study retrospectively analyzed 42 patients grouped as no CP (Cambridge 0; n = 21), equivocal (Cambridge 1; n = 12) or mild CP (Cambridge 2; n = 9) based on magnetic resonance cholangiopancreatography findings using the Cambridge classification as the reference standard. Unenhanced T1 maps were acquired using a three-dimensional dual flip-angle gradient-echo technique on the same 1.5 T scanner with the same imaging parameters. RESULTS There was no significant difference between the T1 relaxation times of Cambridge 0 and 1 group (p = 0.58). There was a significant difference (p = 0.0003) in the mean T1 relaxation times of the pancreas between the combined Cambridge 0 and 1 (mean = 639 msec, 95% CI: 617, 660) and Cambridge 2 groups (mean = 726 msec, 95% CI: 692, 759). There was significant difference (p = 0.0009) in the mean T1 relaxation times of the pancreas between the Cambridge 0 (mean = 636 msec, 95% CI: 606, 666) and Cambridge 2 groups (mean = 726 msec, 95% CI: 692,759) as well as between Cambridge 1 (mean = 643 msec, 95% CI: 608, 679) and Cambridge 2 groups (mean = 726 msec, 95% CI: 692,759) (p = 0.0017). Bland-Altman analysis showed measurements of one reader to be marginally higher than the other by 15.7 msec (2.4%, p = 0.04). CONCLUSION T1 mapping is a practical method capable of quantitatively reflecting morphologic changes even in the early stages of chronic pancreatitis, and demonstrates promise for future implementation in routine clinical imaging protocols. ADVANCES IN KNOWLEDGE T1 mapping can distinguish subtle parenchymal changes seen in early stage CP, and demonstrates promise for implementation in routine imaging protocols for the diagnosis of CP.
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Affiliation(s)
- Monica Cheng
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Mark A Gromski
- Department of Medicine, Division of Gastroenterology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Evan L Fogel
- Department of Medicine, Division of Gastroenterology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - John M DeWitt
- Department of Medicine, Division of Gastroenterology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Aashish A Patel
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
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26
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Liu C, Shi Y, Lan G, Xu Y, Yang F. Evaluation of Pancreatic Fibrosis Grading by Multi Parametric Quantitative Magnetic Resonance Imaging. J Magn Reson Imaging 2021; 54:1417-1429. [PMID: 33819364 DOI: 10.1002/jmri.27626] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/19/2021] [Accepted: 03/23/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Early detection and grading of pancreatic fibrosis (PF) are important and challenging clinical goals. PURPOSE To determine main pancreatic duct (MPD) diameter, pancreatic thickness, and grades of PF via magnetic resonance elastography (MRE), T1 mapping, and intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI), assessing respective diagnostic performances. STUDY TYPE Prospective. SUBJECTS Histopathologic and imaging records (MRE, T1 mapping, and IVIM-DWI) generated by 144 patients between December 2018 and May 2020 were collected for analysis. Grades of PF were distributed as follows: F0, 82; F1, 22; F2, 22; and F3, 18. FIELD STRENGTH/SEQUENCE 3 T pancreatic MRI, encompassing MRE, T1 mapping, and IVIM-DWI. ASSESSMENT In all patients, T1 relaxation times, pancreatic stiffness values, IVIM-DWI parameters, MPD diameter, and pancreatic thickness were measured. STATISTICAL TESTS Receiver operating characteristic (ROC) analysis served to assess imaging parameters useful in diagnosing PF. To identify relations between specific parameters and grades of PF, logistic regression analysis was invoked. RESULTS Both pancreatic stiffness (r = 0.754; P < 0.001) and T1 relaxation time (r = 0.433; P < 0.001) correlated significantly with PF (%). To determine PF grades ≥F1, a combined model (area under the curve [AUC] = 0.906) performed significantly better than pancreatic stiffness (AUC = 0.855; P < 0.001) or T1 relaxation time (AUC = 0.754; P < 0.001) alone. For PF grades ≥F2 or grade F3, both the combined model (≥F2: AUC = 0.910; F3: AUC = 0.939) and pancreatic stiffness (≥F2: AUC = 0.906; F3: AUC = 0.929) outperformed T1 relaxation time (≥F2: AUC = 0.768 [P = 0.005 and P = 0.004, respectively]; F3: AUC = 0.816 [both P < 0.005]). All IVIM-DWI parameters generated AUC values <0.700. DATA CONCLUSION A combination of MRE and T1 mapping seems promising in diagnosing various grades of PF, particularly at an early stage. LEVEL OF EVIDENCE 1 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Chang Liu
- Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, China
| | - Yu Shi
- Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, China
| | - Gongyu Lan
- Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, China
| | - Youli Xu
- Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, China
| | - Fei Yang
- Department of Radiology, Shengjing Hospital, China Medical University, Shenyang, China.,Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
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Is Cambridge scoring in chronic pancreatitis the same using ERCP and MRCP?: A need for revision of standards. Abdom Radiol (NY) 2021; 46:647-654. [PMID: 32740862 DOI: 10.1007/s00261-020-02685-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 05/29/2020] [Accepted: 07/22/2020] [Indexed: 12/12/2022]
Abstract
PURPOSE Grading of chronic pancreatitis (CP) is a clinical and radiologic challenge. Retrograde cholangiopancreatography (ERCP) and magnetic resonance cholangiopancreatography (MRCP) use a version of the Cambridge criteria for ductal evaluation and CP staging, but interchangeability between the modalities lacks validation. This work compares ERCP and MRCP Cambridge scores and evaluates diagnostic performance of MRCP in a large cohort of patients with CP. METHODS A large radiology database was searched for CP patients who underwent MRCP between 2003 and 2013. Next, patients who also had an ERCP within 90 days of their MRCP were selected. These were categorized into mild, moderate, and severe CP using the standardized Cambridge classification for ERCP. Radiologists blinded to ERCP findings then rated MRCP with modified Cambridge scores. RESULTS The cohort comprised 325 patients (mean age 51 years; 56% female). By ERCP Cambridge classification, 122 had mild CP, 109 moderate CP, and 94 severe CP. MRCP and ERCP showed total agreement of Cambridge score in only 43% of cases. With ERCP as reference, the sensitivity and specificity of MRCP in detecting Cambridge scores 4 + 5 (main-duct predominant) were 75.9% and 64.3%, and for Cambridge score 3 (side-branch predominant) it was 60.0% and 76.9%, respectively. CONCLUSIONS There is a lack of strong concordance between ERCP- and MRCP-based grading of CP using the Cambridge criteria. MRCP had moderate to good performance in diagnosing side-branch predominant versus main-duct predominant CP. This suggests an inherent challenge in comparing literature and calls for a revision of the standards.
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Serrao EM, Kessler DA, Carmo B, Beer L, Brindle KM, Buonincontri G, Gallagher FA, Gilbert FJ, Godfrey E, Graves MJ, McLean MA, Sala E, Schulte RF, Kaggie JD. Magnetic resonance fingerprinting of the pancreas at 1.5 T and 3.0 T. Sci Rep 2020; 10:17563. [PMID: 33067515 PMCID: PMC7567885 DOI: 10.1038/s41598-020-74462-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 09/29/2020] [Indexed: 12/18/2022] Open
Abstract
Magnetic resonance imaging of the pancreas is increasingly used as an important diagnostic modality for characterisation of pancreatic lesions. Pancreatic MRI protocols are mostly qualitative due to time constraints and motion sensitivity. MR Fingerprinting is an innovative acquisition technique that provides qualitative data and quantitative parameter maps from a single free-breathing acquisition with the potential to reduce exam times. This work investigates the feasibility of MRF parameter mapping for pancreatic imaging in the presence of free-breathing exam. Sixteen healthy participants were prospectively imaged using MRF framework. Regions-of-interest were drawn in multiple solid organs including the pancreas and T1 and T2 values determined. MRF T1 and T2 mapping was performed successfully in all participants (acquisition time:2.4-3.6 min). Mean pancreatic T1 values were 37-43% lower than those of the muscle, spleen, and kidney at both 1.5 and 3.0 T. For these organs, the mean pancreatic T2 values were nearly 40% at 1.5 T and < 12% at 3.0 T. The feasibility of MRF at 1.5 T and 3 T was demonstrated in the pancreas. By enabling fast and free-breathing quantitation, MRF has the potential to add value during the clinical characterisation and grading of pathological conditions, such as pancreatitis or cancer.
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Affiliation(s)
- Eva M Serrao
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Cancer Research UK, Cambridge, UK
| | - Dimitri A Kessler
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Bruno Carmo
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Lucian Beer
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | | | - Ferdia A Gallagher
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Cancer Research UK, Cambridge, UK
| | - Fiona J Gilbert
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Cancer Research UK, Cambridge, UK
| | - Edmund Godfrey
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
| | - Martin J Graves
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Mary A McLean
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Cancer Research UK, Cambridge, UK
| | - Evis Sala
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Cancer Research UK, Cambridge, UK
| | | | - Joshua D Kaggie
- Department of Radiology, University of Cambridge, Cambridge Biomedical Campus, Box 218, Cambridge, CB2 0QQ, UK.
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
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Wang ZJ, Zhang TT, An C, Ko AH, Tempero M, Collisson E, Yeh BM. Estimation of Fractional Extracellular Space at CT for Predicting Chemotherapy Response and Survival in Pancreatic Ductal Adenocarcinoma. AJR Am J Roentgenol 2020; 215:610-616. [PMID: 32755156 DOI: 10.2214/ajr.19.22462] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE. The purpose of this study was to investigate the association between primary pancreatic ductal adenocarcinoma fractional extracellular space (fECS) estimated from pretreatment CT and tumor response to chemotherapy and patient outcome. MATERIALS AND METHODS. A database search identified the records of patients with locally advanced or metastatic pancreatic ductal adenocarcinoma treated with systemic therapies who had undergone pretreatment CT that included both unenhanced and equilibrium phase images. An ROI was placed on the primary tumor and aorta, and the tumor fECS was calculated as follows: (tumor attenuation in the equilibrium phase - tumor attenuation in the unenhanced phase) / (aortic attenuation in the equilibrium phase - aortic attenuation in the unenhanced phase) × (1 - hematocrit). Response to therapy was assessed in subsequent CT examinations according to the Response Evaluation Criteria in Solid Tumors version 1.1. Relevant clinical variables, including carbohydrate antigen 19-9 level, chemotherapy regimen, and survival were recorded. Multivariate analyses were performed to determine the predictors of treatment response and patient survival. RESULTS. The median primary tumor fECS was 0.41 (range, 0.02-0.69). When dichotomized to high (> 0.41) versus low fECS (≤ 0.41) values, a larger proportion of patients with high tumor fECS values achieved disease control after chemotherapy than did those with low tumor fECS values: full cohort, 27 of 30 versus 19 of 30 (p = 0.030); cohort with locally advanced disease, 23 of 24 versus 10 of 15 (p = 0.024). The mean progression-free survival among patients with high primary tumor fECS values was significantly longer than that among those with low fECS values (191 versus 115 days, p = < 0.0001). Primary tumor fECS was an independent predictor of progression-free survival (p = 0.003) in multivariate analysis. CONCLUSION. High primary tumor fECS value estimated from staging CT was associated with chemotherapy response and progression-free survival of patients with advanced pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Zhen J Wang
- Department of Radiology and Biomedical Imaging, University of California San Francisco Medical Center, 505 Parnassus Ave, M-371, Box 0628, San Francisco, CA 94143
| | - Ting T Zhang
- Department of Radiology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chansik An
- Department of Radiology and Biomedical Imaging, University of California San Francisco Medical Center, 505 Parnassus Ave, M-371, Box 0628, San Francisco, CA 94143
| | - Andrew H Ko
- Department of Medicine, University of California San Francisco Medical Center, San Francisco, CA
| | - Margaret Tempero
- Department of Medicine, University of California San Francisco Medical Center, San Francisco, CA
| | - Eric Collisson
- Department of Medicine, University of California San Francisco Medical Center, San Francisco, CA
| | - Benjamin M Yeh
- Department of Radiology and Biomedical Imaging, University of California San Francisco Medical Center, 505 Parnassus Ave, M-371, Box 0628, San Francisco, CA 94143
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30
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Voiosu T, Boškoski I, Tringali A, Quero G, Voiosu A, Costamagna G. Chronic pancreatitis: an overview of diagnosis and management. Expert Rev Gastroenterol Hepatol 2020; 14:515-526. [PMID: 32511055 DOI: 10.1080/17474124.2020.1774365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
INTRODUCTION Chronic pancreatitis entails a heavy burden on the healthcare system because of its often protracted evolution, requiring complex diagnostic and therapeutic procedures. AREAS COVERED This review focuses on novel imaging and endoscopic diagnostic and therapeutic interventions that have changed the management of patients with chronic pancreatitis. We have conducted an extensive search of original papers and guidelines, in order to provide a comprehensive and up to date review of available evidence in these areas of interest. EXPERT OPINION The traditional challenges in managing chronic pancreatitis patients stemmed from the limitations of diagnostic modalities, which could not correctly identify patients in an early stage of the disease, as well as from the scarcity of therapeutic options available. Advances in imaging of CT-scan, MRI, and EUS have opened the way for early diagnosis and staging. This has allowed more aggressive and tailored therapeutic modalities, particularly in endoscopic therapy and minimally invasive surgical interventions. Although high-quality data from large RCTs is still scarce, evidence-based algorithms for diagnosis and therapy are now changing the way we address this chronic disease. In the near future, we can expect a tailored approach based on patient and disease-related predictive factors, relying on a vast armamentarium of endoscopic and surgical solutions.
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Affiliation(s)
- Theodor Voiosu
- Internal Medicine, Carol Davila School of Medicine , Bucharest, Romania.,Gastroenterology Department, Colentina Clinical Hospital , Bucharest, Romania
| | - Ivo Boškoski
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS , Rome, Italy.,Centre for Endoscopic Research, Therapeutics and Training (CERTT), Università Cattolica Del Sacro Cuore Di Roma , Rome, Italy
| | - Andrea Tringali
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS , Rome, Italy.,Centre for Endoscopic Research, Therapeutics and Training (CERTT), Università Cattolica Del Sacro Cuore Di Roma , Rome, Italy
| | - Giuseppe Quero
- Department of Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS , Rome, Italy
| | - Andrei Voiosu
- Gastroenterology Department, Colentina Clinical Hospital , Bucharest, Romania
| | - Guido Costamagna
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS , Rome, Italy.,Centre for Endoscopic Research, Therapeutics and Training (CERTT), Università Cattolica Del Sacro Cuore Di Roma , Rome, Italy
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Abstract
MR imaging can be optimized to evaluate a spectrum of pancreatic disorders with advanced sequences aimed to provide quantitative results and increase MR diagnostic capabilities. The pancreas remains a challenging organ to image because of its small size and location deep within the body. Besides its anatomic limitations, pancreatic pathology can be difficult to identify in the early stages. For example, subtle changes in ductal anatomy and parenchymal composition seen in early chronic pancreatitis are imperceptible with other modalities, such as computed tomography. This article reviews the application of MR imaging techniques and emerging MR sequences used in pancreas imaging.
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Affiliation(s)
- Danielle V Hill
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550 North University Boulevard, Suite UH0663, Indianapolis, IN 46202, USA
| | - Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550 North University Boulevard, Suite UH0663, Indianapolis, IN 46202, USA.
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Zamboni GA, Ambrosetti MC, Pezzullo M, Bali MA, Mansueto G. Optimum imaging of chronic pancreatitis. Abdom Radiol (NY) 2020; 45:1410-1419. [PMID: 32215694 DOI: 10.1007/s00261-020-02492-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Chronic pancreatitis is an inflammatory process of the pancreas characterized by progressive parenchyma destruction, resulting in pain and exocrine and endocrine insufficiency. In the advanced stages the diagnosis by imaging is usually straightforward, while in the early phases of the disease there can be a paucity of findings at imaging, thus making an early diagnosis challenging. Different imaging modalities can have a role in the initial diagnosis and in the longitudinal follow-up of patients affected by chronic pancreatitis, also enabling to assess the complications of the disease. Radiography, Ultrasonography, CT and MRI can all provide morphological information, and MRI with the administration of secretin can also provide functional information. The use of an appropriate technique is fundamental for optimizing the examination to the clinical question.
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Abstract
MRI and MRCP play an important role in the diagnosis of chronic pancreatitis (CP) by imaging pancreatic parenchyma and ducts. MRI/MRCP is more widely used than computed tomography (CT) for mild to moderate CP due to its increased sensitivity for pancreatic ductal and gland changes; however, it does not detect the calcifications seen in advanced CP. Quantitative MR imaging offers potential advantages over conventional qualitative imaging, including simplicity of analysis, quantitative and population-based comparisons, and more direct interpretation of detected changes. These techniques may provide quantitative metrics for determining the presence and severity of acinar cell loss and aid in the diagnosis of chronic pancreatitis. Given the fact that the parenchymal changes of CP precede the ductal involvement, there would be a significant benefit from developing MRI/MRCP-based, more robust diagnostic criteria combining ductal and parenchymal findings. Among cross-sectional imaging modalities, multi-detector CT (MDCT) has been a cornerstone for evaluating chronic pancreatitis (CP) since it is ubiquitous, assesses primary disease process, identifies complications like pseudocyst or vascular thrombosis with high sensitivity and specificity, guides therapeutic management decisions, and provides images with isotropic resolution within seconds. Conventional MDCT has certain limitations and is reserved to provide predominantly morphological (e.g., calcifications, organ size) rather than functional information. The emerging applications of radiomics and artificial intelligence are poised to extend the current capabilities of MDCT. In this review article, we will review advanced imaging techniques by MRI, MRCP, CT, and ultrasound.
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Dasyam AK, Shah ZK, Tirkes T, Dasyam N, Borhani AA. Cross-sectional imaging-based severity scoring of chronic pancreatitis: why it is necessary and how it can be done. Abdom Radiol (NY) 2020; 45:1447-1457. [PMID: 31511956 PMCID: PMC8001739 DOI: 10.1007/s00261-019-02218-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Chronic pancreatitis (CP) remains a diagnostic challenge as clinical symptoms are non-specific, histopathological appearances are varied and pathogenesis remains incompletely understood. Multiple classifications and grading systems have been proposed for CP, but none leverage the full capabilities of cross-sectional imaging modalities and are not widely accepted or validated. CT and MRI/MRCP are useful in identifying a wide spectrum of histopathological changes in CP and can also assess exocrine reserve of pancreas. Advanced MRI techniques such as T1 mapping and extracellular volume fraction can potentially identify early CP. Cross-sectional imaging-based severity scoring can quantify CP disease burden and may have positive implications for clinicians and researchers. In this review, we discuss the need for cross-sectional imaging-based severity scoring for CP, role of CT, and MRI/MRCP in assessment of CP and how these modalities can be used to obtain severity scoring for CP. We summarize relevant information from recently published CT and MRI/MRCP reporting standards for CP, and from international guidelines for cross-sectional imaging and severity scoring for CP.
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Affiliation(s)
- Anil K Dasyam
- Department of Radiology, University of Pittsburgh Medical Center, Radiology Suite 200 E Wing, 2nd Floor 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
| | - Zarine K Shah
- Department of Radiology, Ohio State University Wexner Medical Center, 395 W. 12th Avenue, 4th Floor, Columbus, OH, 43210, USA
| | - Temel Tirkes
- Department of Radiology, Indiana University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis, IN, 46202, USA
| | - Navya Dasyam
- Department of Radiology, University of Pittsburgh Medical Center, Radiology Suite 174E Wing, 1st Floor, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
| | - Amir A Borhani
- Department of Radiology, University of Pittsburgh Medical Center, Radiology Suite 200 E Wing, 2nd Floor 200 Lothrop Street, Pittsburgh, PA, 15213, USA
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Wang L, Gaddam S, Wang N, Xie Y, Deng Z, Zhou Z, Fan Z, Jiang T, Christodoulou AG, Han F, Lo SK, Wachsman AM, Hendifar AE, Pandol SJ, Li D. Multiparametric Mapping Magnetic Resonance Imaging of Pancreatic Disease. Front Physiol 2020; 11:8. [PMID: 32153416 PMCID: PMC7047169 DOI: 10.3389/fphys.2020.00008] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 01/09/2020] [Indexed: 12/13/2022] Open
Abstract
Background Current magnetic resonance imaging (MRI) of pancreatic disease is qualitative in nature. Quantitative imaging offers several advantages, including increased reproducibility and sensitivity to detect mild or diffuse disease. The role of multiparametric mapping MRI in characterizing various tissue types in pancreatic disease such as chronic pancreatitis (CP) and pancreatic ductal adenocarcinoma (PDAC) has rarely been evaluated. Purpose To evaluate the feasibility of multiparametric mapping [T1, T2, and apparent diffusion coefficient (ADC)] in defining tissue characteristics that occur in CP and PDAC to improve disease diagnosis. Materials and Methods: Pancreatic MRI was performed in 17 patients with PDAC undergoing therapy, 7 patients with CP, and 29 healthy volunteers with no pancreatic disease. T1 modified Look-Locker Inversion Recovery (T1 MOLLI), T2-prepared gradient-echo, and multi-slice single-shot echo-planar diffusion weighted imaging (SS-EPI DWI) sequences were used for data acquisition. Regions of interest (ROIs) of pancreas in PDAC, CP, and control subjects were outlined by an experienced radiologist. One-way analysis of variance (ANOVA) was used to compare the difference between groups and regions of the pancreas, and Tukey tests were used for multiple comparison testing within groups. Receiver operator characteristic (ROC) curves were analyzed, and the areas under the curves (AUCs) were calculated using single parameter and combined parameters, respectively. Results T1, T2, and ADC values of the entire pancreas among PDAC, CP, and control subjects; and between upstream and downstream portions of the pancreas in PDAC patients were all significantly different (p < 0.05). The AUC values were 0.90 for T1, 0.55 for T2, and 0.71 for ADC for independent prediction of PDAC. By combining T1, T2, and ADC, the AUC value was 0.94 (sensitivity 91.54%, specificity 85.81%, 95% CI: 0.92–0.96), which yielded higher accuracy than any one parameter only (p < 0.001). Conclusion Multiparametric mapping MRI is feasible for the evaluation of the differences between PDAC, CP, and normal pancreas tissues. The combination of multiple parameters of T1, T2, and ADC provides a higher accuracy than any single parameter alone in tissue characterization of the pancreas.
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Affiliation(s)
- Lixia Wang
- Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Srinivas Gaddam
- Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Nan Wang
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States.,Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
| | - Yibin Xie
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
| | - Zixin Deng
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
| | - Zhengwei Zhou
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
| | - Zhaoyang Fan
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
| | - Tao Jiang
- Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | | | - Fei Han
- Department of Nuclear Science and Engineering, Siemens Healthineers, Princeton, NJ, United States
| | - Simon K Lo
- Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Ashley M Wachsman
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
| | - Andrew Eugene Hendifar
- Department of Gastrointestinal Malignancies, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Stephen J Pandol
- Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Debiao Li
- Cedars-Sinai Biomedical Imaging Research Institute, Los Angeles, CA, United States
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Progression of parenchymal and ductal findings in patients with chronic pancreatitis: A 4-year follow-up MRI study. Eur J Radiol 2020; 125:108868. [PMID: 32070871 DOI: 10.1016/j.ejrad.2020.108868] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 01/23/2020] [Accepted: 02/04/2020] [Indexed: 12/12/2022]
Abstract
PURPOSE Knowledge of the underlying mechanisms behind progression of chronic pancreatitis (CP) is needed to identify targets for new mechanism-based treatments. There is an urgent need for imaging biomarkers that can detect early morphological and functional pancreatic damage in order to initiate intervention and reduce the progression of CP at an early stage. The aim of our study was to assess and explore the potential role of structural magnetic resonance imaging (MRI) biomarkers for characterisation of disease progression in a CP patient cohort over a 4-year period. METHODS This longitudinal MRI study included twenty-five patients with definitive CP. Assessments of morphological imaging parameters at baseline and after 4 years included pancreatic gland volume, apparent diffusion coefficient (ADC) values, fat signal fraction (FSF) and main pancreatic duct (MPD) diameter. Patients were classified according to the modified Cambridge classification. RESULTS CP patients developed significantly reduced pancreatic gland volume, which decreased from mean 50.3 ± 19.6 ml at baseline to 43.5 ± 20.8 ml at follow-up (P < 0.001), decreased ADC values, meaning a higher degree of fibrosis (P < 0.001), increased FSF, meaning more fat infiltration (P < 0.001) and higher Cambridge classification scores (P = 0.033). The MPD diameter in the pancreatic head, body and tail did not change significantly over time (all P > 0.05). Only few, but no clear and systematic, associations were found between the progressions of the individual MRI measures. CONCLUSIONS Morphological progression in patients with established CP seems to be primarily parenchymal-related. The different parenchymal changes were mostly unrelated and probably reflect diverse pathophysiological processes.
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Virostko J. Quantitative Magnetic Resonance Imaging of the Pancreas of Individuals With Diabetes. Front Endocrinol (Lausanne) 2020; 11:592349. [PMID: 33343509 PMCID: PMC7747766 DOI: 10.3389/fendo.2020.592349] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 10/28/2020] [Indexed: 12/11/2022] Open
Abstract
Magnetic resonance imaging (MRI) has the potential to improve our understanding of diabetes and improve both diagnosis and monitoring of the disease. Although the spatial resolution of MRI is insufficient to directly image the endocrine pancreas in people, the increasing awareness that the exocrine pancreas is also involved in diabetes pathogenesis has spurred new MRI applications. These techniques build upon studies of exocrine pancreatic diseases, for which MRI has already developed into a routine clinical tool for diagnosis and monitoring of pancreatic cancer and pancreatitis. By adjusting the imaging contrast and carefully controlling image acquisition and processing, MRI can quantify a variety of tissue pathologies. This review introduces a number of quantitative MRI techniques that have been applied to study the diabetic pancreas, summarizes progress in validating and standardizing each technique, and discusses the need for image analyses that account for spatial heterogeneity in the pancreas.
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Affiliation(s)
- John Virostko
- Department of Diagnostic Medicine, University of Texas at Austin, Austin, TX, United States
- Livestrong Cancer Institutes, University of Texas at Austin, Austin, TX, United States
- Department of Oncology, University of Texas at Austin, Austin, TX, United States
- *Correspondence: John Virostko,
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Frontal Occipital and Frontal Temporal Horn Ratios: Comparison and Validation of Head Ultrasound-Derived Indexes With MRI and Ventricular Volumes in Infantile Ventriculomegaly. AJR Am J Roentgenol 2019; 213:925-931. [DOI: 10.2214/ajr.19.21261] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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39
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Tirkes T, Mitchell JR, Li L, Zhao X, Lin C. Normal T 1 relaxometry and extracellular volume of the pancreas in subjects with no pancreas disease: correlation with age and gender. Abdom Radiol (NY) 2019; 44:3133-3138. [PMID: 31139885 DOI: 10.1007/s00261-019-02071-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE Determine normal T1 and extracellular volume (ECV) of the pancreas in subjects with no pancreas disease and correlate with age and gender. SUBJECTS AND METHODS We imaged 120 healthy subjects (age range 20-78 years) who are on annual screening with MRI/MRCP for the possibility of pancreatic cancer. Subjects had a predisposition to develop pancreatic cancer, but no history of pancreas disease or acute symptoms. Equal number (n = 60) of subjects were scanned on either 1.5 T or 3 T scanner using dual flip angle spoiled gradient echo technique incorporating fat suppression and correction for B1 field inhomogeneity. Optimization of imaging parameters was performed using a T1 phantom. ECV was calculated using pre- and post-contrast T1 of the pancreas and plasma. Regression analysis and Mann-Whitney tests were used for statistical analysis. RESULTS Median T1 on 1.5 T was 654 ms (IQR 608-700); median T1 on 3 T was 717 ms (IQR 582-850); median ECV on 1.5 T was 0.28 (IQR 0.21-0.33), and median ECV on 3 T was 0.25 (IQR 0.19-0.28). Age had a mild positive correlation with T1 (r = 0.24, p = 0.009), but not with ECV (r = 0.06, p = 0.54). T1 and ECV were similar in both genders (p > 0.05). CONCLUSION This study measured the median T1 and ECV of the pancreas in subjects with no pancreas disease. Pancreas shows longer T1 relaxation times in older population, whereas extracellular fraction remains unchanged. Median T1 values were different between two magnet strengths; however, no difference was seen between genders and ECV fractions.
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Affiliation(s)
- Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550 N. University Blvd. Suite 0663, Indianapolis, IN, 46202, USA.
| | - Jacob R Mitchell
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550 N. University Blvd. Suite 0663, Indianapolis, IN, 46202, USA
| | - Liang Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Unit 1411, FCT4.6008, Houston, TX, 77030, USA
| | - Xuandong Zhao
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, R2 E124G, 950 W Walnut Street, Indianapolis, IN, 46202, USA
| | - Chen Lin
- Department of Radiology, Mayo Clinic, 4500 San Pablo Rd, Jacksonville, FL, 32224, USA
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Tirkes T, Yadav D, Conwell DL, Territo PR, Zhao X, Venkatesh SK, Kolipaka A, Li L, Pisegna JR, Pandol SJ, Park WG, Topazian M, Serrano J, Fogel EL. Magnetic resonance imaging as a non-invasive method for the assessment of pancreatic fibrosis (MINIMAP): a comprehensive study design from the consortium for the study of chronic pancreatitis, diabetes, and pancreatic cancer. Abdom Radiol (NY) 2019; 44:2809-2821. [PMID: 31089778 DOI: 10.1007/s00261-019-02049-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Characteristic features of chronic pancreatitis (CP) may be absent on standard imaging studies. Quantitative Magnetic Resonance Imaging (MRI) techniques such as T1 mapping, extracellular volume (ECV) fraction, diffusion-weighted imaging (DWI) with apparent diffusion coefficient map (ADC), MR elastography (MRE), and T1-weighted signal intensity ratio (SIR) have shown promise for the diagnosis and grading severity of CP. However, radiologists still use the Cambridge classification which is based on traditional ductal imaging alone. There is an urgent need to develop new diagnostic criteria that incorporate both parenchymal and ductal features of CP seen by MRI/MRCP. Designed to fulfill this clinical need, we present the MINIMAP study, which was funded in September 2018 by the National Institutes of Health. This is a comprehensive quantitative MR imaging study which will be performed at multiple institutions in well-phenotyped CP patient cohorts. We hypothesize that quantitative MRI/MRCP features can serve as valuable non-invasive imaging biomarkers to detect and grade CP. We will evaluate the role of T1 relaxometry, ECV, T1-weighted gradient echo SIR, MRE, arteriovenous enhancement ratio, ADC, pancreas volume/atrophy, pancreatic fat fraction, ductal features, and pancreatic exocrine output following secretin stimulation in the assessment of CP. We will attempt to generate a multi-parametric pancreatic tissue fibrosis (PTF) scoring system. We anticipate that a quantitative scoring system may serve as a biomarker of pancreatic fibrosis; hence this imaging technique can be used in clinical practice as well as clinical trials to evaluate the efficacy of agents which may slow the progression or reverse measures of CP.
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Affiliation(s)
- Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 550N. University Blvd. Suite 0663, Indianapolis, IN, 46202, USA.
| | - Dhiraj Yadav
- Division of Gastroenterology, Hepatology & Nutrition, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Darwin L Conwell
- Department of Medicine, Division of Gastroenterology, Hepatology & Nutrition, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Paul R Territo
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 950 W. Walnut Street, R2 E124G, Indianapolis, IN, 46202, USA
| | - Xuandong Zhao
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, 950 W. Walnut Street, R2 E124G, Indianapolis, IN, 46202, USA
| | | | - Arunark Kolipaka
- The Ohio State University Wexner Medical Center, 395 West 12th AVE, 4th Floor, Columbus, OH, 43210, USA
| | - Liang Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph R Pisegna
- Division of Gastroenterology and Hepatology, Departments of Medicine and Human Genetics, VA Greater Los Angeles HCS, Los Angeles, CA, USA
| | - Stephen J Pandol
- Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Walter G Park
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University Medical Center, Stanford, CA, USA
| | - Mark Topazian
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic Campus, Rochester, MN, USA
| | - Jose Serrano
- CAPT, Medical Corps US Public Health Service, Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, 2 Democracy Plaza, Room 6007, MSC 5450, Bethesda, MD, 20892, USA
| | - Evan L Fogel
- Lehman, Bucksot and Sherman Section of Pancreatobiliary Endoscopy, Indiana University School of Medicine, Indianapolis, IN, USA
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Gilligan LA, Dillman JR, Tkach JA, Xanthakos SA, Gill JK, Trout AT. Magnetic resonance imaging T1 relaxation times for the liver, pancreas and spleen in healthy children at 1.5 and 3 tesla. Pediatr Radiol 2019; 49:1018-1024. [PMID: 31049609 DOI: 10.1007/s00247-019-04411-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 03/12/2019] [Accepted: 04/11/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND T1 relaxation time is a potential magnetic resonance imaging (MRI) biomarker for fibrosis and inflammation of the solid abdominal organs. However, normal T1 relaxation times of the solid abdominal organs have not been defined for children. OBJECTIVE The purpose of this study was to measure T1 relaxation times of the liver, pancreas and spleen in healthy children. MATERIALS AND METHODS This was an institutional review board-approved study of a convenience sample of prospectively recruited, healthy children ages 7 to 17 years undergoing research abdominal MRI (1.5 or 3 T) as part of a larger research study between February 2018 and October 2018. For the current study, T1 mapping was performed with a Modified Look-Locker sequence covering the upper abdomen. A single reviewer placed freehand regions of interest on the T1 parametric maps in the liver, pancreas and spleen, inclusive of as much parenchyma as possible. Student's t-tests and linear regression were used to compare T1 values by age and gender. RESULTS Thirty-two participants were included (16 female:16 male; mean age: 12.2±3.1 years; n=16 at 1.5 T). Median T1 relaxation times (ms) per organ were liver: 581±64 (1.5 T), 783±88 (3 T); pancreas: 576±55 (1.5 T), 730±30 (3 T), and spleen: 1,172±71 (1.5 T), 1,356±87 (3 T). T1 values were not statistically significantly different between males and females. At both 1.5 and 3 T field strengths, linear regression showed no significant association between age and T1 values for the liver, pancreas and spleen. CONCLUSION We report normal T1 relaxation times for the liver, pancreas and spleen at 1.5 and 3 T in a cohort of healthy children.
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Affiliation(s)
- Leah A Gilligan
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Jonathan R Dillman
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jean A Tkach
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Stavra A Xanthakos
- Department of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jacqueline K Gill
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Andrew T Trout
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA.
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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Evaluation of variable flip angle, MOLLI, SASHA, and IR-SNAPSHOT pulse sequences for T 1 relaxometry and extracellular volume imaging of the pancreas and liver. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2019; 32:559-566. [PMID: 31165353 DOI: 10.1007/s10334-019-00762-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 05/23/2019] [Accepted: 05/25/2019] [Indexed: 01/14/2023]
Abstract
PURPOSE Compare fourT1-mapping pulse sequences for T1 relaxometry and extracellular volume (ECV) fraction of the pancreas and liver MATERIALS AND METHODS: In vitro phase of this prospective study was performed on a T1 phantom, followed by imaging 22 patients. Variable flip angle (VFA), modified Look-Locker inversion recovery (MOLLI), prototype saturation recovery single-shot acquisition (SASHA), and prototype inversion recovery (IR-SNAPSHOT) pulse sequences were used to obtain T1 and ECV maps on the same 1.5 T MR scanner using the same imaging protocol. RESULTS In vitro tests showed almost perfect precision of MOLLI (ρc = 0.9998), SASHA (ρc = 0.9985), and IR-SNAPSHOT (ρc = 0.9976), while VFA showed relatively less, however, substantial precision (ρc = 0.9862). Results of patient scans showed similar ECV fraction of the liver (p = 0.08), pancreas (p = 0.43), and T1 of the liver (p = 0.08) with all pulse sequences. T1 of the pancreas with MOLLI, SASHA, and IR-SNAPSHOT was statistically similar (p > 0.05). CONCLUSION MOLLI, SASHA, and IR-SNAPSHOT provided almost perfect in vitro precision and similar T1 during in vivo scans. Similar ECV fractions of the liver and pancreas were obtained with all sequences. More refinement of pulse sequences to provide sufficient spatial coverage in one breath hold together with high precision would be desirable in abdominal imaging.
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Forsmark CE, Andersen DK, Farrar JT, Golden M, Habtezion A, Husain SZ, Li L, Mayerle J, Pandol SJ, Uc A, Zhu Z, Yadav D. Accelerating the Drug Delivery Pipeline for Acute and Chronic Pancreatitis: Summary of the Working Group on Drug Development and Trials in Chronic Pancreatitis at the National Institute of Diabetes and Digestive and Kidney Diseases Workshop. Pancreas 2019; 47:1200-1207. [PMID: 30325858 PMCID: PMC6196743 DOI: 10.1097/mpa.0000000000001174] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The lack of effective therapeutic agents specifically tailored for chronic pancreatitis (CP) has hampered clinical care and negatively impacted patients' lives. New mechanistic insights now point to novel therapies, which involve both recently developed and/or repurposed agents. This working group focused on 2 main outcomes for CP: pain and progression of disease. The goal is to frame the essential aspects of trial design including patient-centered outcomes, proposed methods to measure the outcomes of pain and progression, and study design considerations for future trials to facilitate rapid drug development for patients with CP.
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Affiliation(s)
- Christopher E. Forsmark
- Division of Gastroenterology, Hepatology, and Nutrition, University of Florida, Gainesville, FL
| | - Dana K. Andersen
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - John T. Farrar
- Departments of Epidemiology, Neurology, and Anesthesia, University of Pennsylvania Philadelphia, PA
| | | | - Aida Habtezion
- Department of Medicine, Stanford University Stanford, CA
| | - Sohail Z. Husain
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, University of Pittsburgh, Pittsburgh, PA
| | - Liang Li
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Julia Mayerle
- Department of Medicine II, Ludwig Maximilians University and Polyklinik, Munich, Germany
| | - Stephen J. Pandol
- Division of Gastroenterology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Aliye Uc
- Division of Gastroenterology, Stead Family Department of Pediatrics, University of Iowa School of Medicine, Iowa City, IA
| | | | - Dhiraj Yadav
- Division of Gastroenterology, University of Pittsburgh, Pittsburgh, PA
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Yadav D, Park WG, Fogel EL, Li L, Chari ST, Feng Z, Fisher WE, Forsmark CE, Jeon CY, Habtezion A, Hart PA, Hughes SJ, Othman MO, Rinaudo JA, Pandol SJ, Tirkes T, Serrano J, Srivastava S, Van Den Eeden SK, Whitcomb DC, Topazian M, Conwell DL. PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translational StuDies: Rationale and Study Design for PROCEED From the Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer. Pancreas 2019; 47:1229-1238. [PMID: 30325862 PMCID: PMC6619499 DOI: 10.1097/mpa.0000000000001170] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Prospective Evaluation of Chronic Pancreatitis for Epidemiologic and Translational Studies (PROCEED) is the first prospective, observational cohort study of chronic pancreatitis (CP) in the United States. The primary goals of PROCEED are to define disease progression, test the predictive capability of candidate biomarkers, and develop a platform to conduct translational and mechanistic studies in CP. Using objective and consensus-driven criteria, PROCEED will enroll adults at different stages of CP-controls, suspected CP, and definite CP. In addition to collecting detailed information using structured case report forms and protocol-mandated evaluations at baseline and during follow-up, PROCEED will establish a linked biorepository of blood, urine, saliva, stool, pancreatic fluid, and pancreatic tissue. Enrollment for PROCEED began in June 2017. As of July 1, 2018, nine clinical centers of the Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer are enrolling, and 350 subjects have completed baseline evaluation. In conclusion, PROCEED will provide the most accurate and reliable estimates to date on progression of CP. The established cohort and biorepository will facilitate numerous analyses, leading to new strategies for diagnosis, methods to monitor disease progression, and treatment of CP.
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Affiliation(s)
- Dhiraj Yadav
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Walter G. Park
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Evan L. Fogel
- Digestive and Liver Disorders, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| | - Liang Li
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Suresh T. Chari
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, MN
| | - Ziding Feng
- Biostatistics Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - William E. Fisher
- Division of General Surgery, Baylor College of Medicine, Houston, TX
| | - Christopher E. Forsmark
- Division of Gastroenterology, Hepatology, and Nutrition. University of Florida, Gainesville, FL
| | - Christie Y. Jeon
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Aida Habtezion
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA
| | - Phil A. Hart
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, Columbus, OH
| | | | - Mohamed O. Othman
- Gastroenterology & Hepatology Section, Baylor College of Medicine, Houston, TX
| | - Jo Ann Rinaudo
- Cancer Biomarker Research Group, Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Stephen J. Pandol
- Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Temel Tirkes
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN
| | - Jose Serrano
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Sudhir Srivastava
- Cancer Biomarker Research Group, Division of Cancer Prevention, National Cancer Institute, National Institutes of Health, Rockville, MD
| | | | - David C. Whitcomb
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
- Departments of Cell Biology & Physiology, University of Pittsburgh, and UPMC, Pittsburgh, PA
- Departments of Human Genetics, University of Pittsburgh, and UPMC, Pittsburgh, PA
| | - Mark Topazian
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, MN
| | - Darwin L. Conwell
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, Columbus, OH
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Kwon CI, Cho JH, Choi SH, Ko KH, Tirkes T, Gromski MA, Lehman GA. Recent advances in the diagnosis and management of chronic pancreatitis. Korean J Intern Med 2019; 34:242-260. [PMID: 30840807 PMCID: PMC6406102 DOI: 10.3904/kjim.2019.051] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 02/13/2019] [Indexed: 02/06/2023] Open
Abstract
Chronic pancreatitis is a chronic condition characterized by pancreatic inflammation that causes fibrosis and the destruction of exocrine and endocrine tissues. Chronic pancreatitis is a progressive disease, and no physiological treatment is available to reverse its course. However, with advances in medical technology, the existing diagnostic and treatment methods for chronic pancreatitis are evolving. Managing patients with chronic pancreatitis is challenging and necessitates a multidisciplinary approach. In this review, we discuss the recent advances in the diagnosis and management of chronic pancreatitis and introduce future alternative modalities.
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Affiliation(s)
- Chang-Il Kwon
- Digestive Disease Center, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Jae Hee Cho
- Division of Gastroenterology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Sung Hoon Choi
- Digestive Disease Center, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Kwang Hyun Ko
- Digestive Disease Center, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Temel Tirkes
- Department of Radiology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Mark A. Gromski
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Glen A. Lehman
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
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Precision Medicine in Pancreatic Disease-Knowledge Gaps and Research Opportunities: Summary of a National Institute of Diabetes and Digestive and Kidney Diseases Workshop. Pancreas 2019; 48:1250-1258. [PMID: 31688587 PMCID: PMC7282491 DOI: 10.1097/mpa.0000000000001412] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
A workshop on research gaps and opportunities for Precision Medicine in Pancreatic Disease was sponsored by the National Institute of Diabetes and Digestive Kidney Diseases on July 24, 2019, in Pittsburgh. The workshop included an overview lecture on precision medicine in cancer and 4 sessions: (1) general considerations for the application of bioinformatics and artificial intelligence; (2) omics, the combination of risk factors and biomarkers; (3) precision imaging; and (4) gaps, barriers, and needs to move from precision to personalized medicine for pancreatic disease. Current precision medicine approaches and tools were reviewed, and participants identified knowledge gaps and research needs that hinder bringing precision medicine to pancreatic diseases. Most critical were (a) multicenter efforts to collect large-scale patient data sets from multiple data streams in the context of environmental and social factors; (b) new information systems that can collect, annotate, and quantify data to inform disease mechanisms; (c) novel prospective clinical trial designs to test and improve therapies; and (d) a framework for measuring and assessing the value of proposed approaches to the health care system. With these advances, precision medicine can identify patients early in the course of their pancreatic disease and prevent progression to chronic or fatal illness.
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Tirkes T, Shah ZK, Takahashi N, Grajo JR, Chang ST, Venkatesh SK, Conwell DL, Fogel EL, Park W, Topazian M, Yadav D, Dasyam AK. Reporting Standards for Chronic Pancreatitis by Using CT, MRI, and MR Cholangiopancreatography: The Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer. Radiology 2019; 290:207-215. [PMID: 30325281 PMCID: PMC6314625 DOI: 10.1148/radiol.2018181353] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 08/27/2018] [Accepted: 08/29/2018] [Indexed: 12/17/2022]
Abstract
Chronic pancreatitis is an inflammatory condition of the pancreas with clinical manifestations ranging from abdominal pain, acute pancreatitis, exocrine and/or endocrine dysfunction, and pancreatic cancer. There is a need for longitudinal studies in well-phenotyped patients to ascertain the utility of cross-sectional imaging findings of chronic pancreatitis for diagnosis and assessment of disease severity. CT and MR cholangiopancreatography are the most common cross-sectional imaging studies performed for the evaluation of chronic pancreatitis. Currently, there are no universal reporting standards for chronic pancreatitis. Several features of chronic pancreatitis are applied clinically, such as calcifications, parenchymal T1 signal changes, focal or diffuse gland atrophy, or irregular contour of the gland. Such findings have not been incorporated into standardized diagnostic criteria. There is also lack of consensus on quantification of disease severity in chronic pancreatitis, other than by using ductal features alone as described in the Cambridge classification. The Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer (CPDPC) was established by the National Institute of Diabetes and Digestive and Kidney Diseases and the National Cancer Institute in 2015 to undertake collaborative studies on chronic pancreatitis, diabetes mellitus, and pancreatic adenocarcinoma. CPDPC investigators from the Adult Chronic Pancreatitis Working Group were tasked with development of a new consensus approach to reporting features of chronic pancreatitis aimed to standardize diagnosis and assessment of disease severity for clinical trials. This consensus statement presents and defines features of chronic pancreatitis along with recommended reporting metrics. © RSNA, 2018 Online supplemental material is available for this article. See also the editorial by Megibow in this issue.
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Affiliation(s)
- Temel Tirkes
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Zarine K. Shah
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Naoki Takahashi
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Joseph R. Grajo
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Stephanie T. Chang
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Sudhakar K. Venkatesh
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Darwin L. Conwell
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Evan L. Fogel
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Walter Park
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Mark Topazian
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Dhiraj Yadav
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - Anil K. Dasyam
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
| | - For the Consortium for the Study of Chronic Pancreatitis, Diabetes, and
Pancreatic Cancer
- From the Department of Radiology and Imaging Sciences (T.T.) and
Department of Medicine, Division of Gastroenterology (E.L.F.), Indiana
University School of Medicine, 550 N University Blvd, Suite 0663, Indianapolis,
Ind 46202; Department of Radiology (Z.K.S.) and Department of Medicine, Division
of Gastroenterology, Hepatology & Nutrition (D.L.C.), Ohio State University
Wexner Medical Center, Columbus, Ohio; Department of Radiology (N.T., S.K.V.)
and Department of Medicine, Division of Gastroenterology and Hepatology (M.T.),
Mayo Clinic, Rochester, Minn; Department of Radiology, University of Florida
College of Medicine, Gainesville, Fla (J.R.G.); Department of Radiology and
Division of Body MRI, Stanford University School of Medicine, Stanford, Calif
(S.T.C.); Department of Medicine, Division of Gastroenterology and Hepatology,
Stanford University Medical Center, Stanford, Calif (W.P.); Department of
Medicine, Division of Gastroenterology, Hepatology & Nutrition, University
of Pittsburgh School of Medicine, Pittsburgh, Pa (D.Y.); Department of
Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa
(A.K.D.)
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Baleato-González S, García-Figueiras R, Luna A, Domínguez-Robla M, Vilanova J. Functional imaging in pancreatic disease. RADIOLOGIA 2018. [DOI: 10.1016/j.rxeng.2018.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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50
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Baleato-González S, García-Figueiras R, Luna A, Domínguez-Robla M, Vilanova JC. Functional imaging in pancreatic disease. RADIOLOGIA 2018; 60:451-464. [PMID: 30236460 DOI: 10.1016/j.rx.2018.07.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 07/19/2018] [Accepted: 07/23/2018] [Indexed: 12/12/2022]
Abstract
In addition to the classical morphological evaluation of pancreatic disease, the constant technological advances in imaging techniques based fundamentally on computed tomography and magnetic resonance imaging have enabled the quantitative functional and molecular evaluation of this organ. In many cases, this imaging-based information results in substantial changes to patient management and can be a fundamental tool for the development of biomarkers. The aim of this article is to review the role of emerging functional and molecular techniques based on computed tomography and magnetic resonance imaging in the evaluation of pancreatic disease.
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Affiliation(s)
- S Baleato-González
- Departamento de Radiología, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, A Coruña, España.
| | - R García-Figueiras
- Departamento de Radiología, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, A Coruña, España
| | - A Luna
- Grupo Health Time. Director - Advanced Medical Imaging, Sercosa (Servicio de Radiología Computerizada), Clínica Las Nieves, Jaén, España
| | - M Domínguez-Robla
- Departamento de Radiología, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, A Coruña, España
| | - J C Vilanova
- Departamento de Radiología, Clínica Girona-Hospital Santa Caterina, Girona, España
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