1
|
Cai XH, Fan XF, Li S, Fang WL, Wang BM, Wang YF, Feng Y, Mu JB, Liu WT. Construction of a multimodal interpretable machine learning model based on radiomics and clinical features for distinguishing benign and malignant pancreatic lesions. Shijie Huaren Xiaohua Zazhi 2025; 33:361-372. [DOI: 10.11569/wcjd.v33.i5.361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2025] [Revised: 04/21/2025] [Accepted: 05/08/2025] [Indexed: 05/28/2025] Open
Affiliation(s)
- Xiao-Han Cai
- Department of Gastroenterology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Xiao-Fei Fan
- Department of Gastroenterology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Shu Li
- Department of Gastroenterology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Wei-Li Fang
- Department of Gastroenterology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Bang-Mao Wang
- Department of Gastroenterology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Yu-Feng Wang
- Tianjin Yujin Artificial Intelligence Medical Technology Co., Ltd., Tianjin 300392, China
| | - Yue Feng
- Tianjin Yujin Artificial Intelligence Medical Technology Co., Ltd., Tianjin 300392, China
| | - Jin-Bao Mu
- Tianjin Yujin Artificial Intelligence Medical Technology Co., Ltd., Tianjin 300392, China
| | - Wen-Tian Liu
- Department of Gastroenterology, Tianjin Medical University General Hospital, Tianjin 300052, China
| |
Collapse
|
2
|
Zhu S, Cao X, Nabi G, Zhang F, Liu P, Zhang J, Guo C. Contrast-enhanced endoscopic ultrasound for differential diagnosis of autoimmune pancreatitis: a meta-analysis. Endosc Int Open 2024; 12:E1134-E1142. [PMID: 39398443 PMCID: PMC11466521 DOI: 10.1055/a-2409-5519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 04/25/2024] [Indexed: 10/15/2024] Open
Abstract
Background and study aims To assess the diagnostic value of contrast-enhanced endoscopic ultrasound (CE-EUS) for autoimmune pancreatitis and other solid pancreatic masses. Patients and methods A systematic search of PubMed, Embase, and Web of Science was performed from inception to October 2022. We calculated individual and pooled sensitivities and specificities to determine the diagnostic ability of CE-EUS. In addition, we calculated I 2 to test for heterogeneity and explored the source of heterogeneity by meta-regression analysis. Results A total of 472 patients from seven eligible studies were included. The mean sensitivity and specificity of the Bivariate analysis were 0.84 (95% CI 0.71-0.92) and 0.95 (95% CI 0.84-0.99), respectively. The diagnostic advantage ratio was 107.91 (95% confidence interval [CI] 22.22-524.13), and the area under the summary receiver operating characteristics curve was 0.91 (95% CI 0.88-0.93). The overall heterogeneity of the studies is negligible (I 2 =0, 95% CI 0-100). However, notable heterogeneity was observed in the combined specificity ( P <0.01, I 2 =74.82) and diagnostic odds ratio ( P =0.05, I 2 =51.54). The heterogeneity in these aspects could be elucidated through sensitivity analysis. Conclusions Our analysis showed that CE-EUS is useful in identifying autoimmune pancreatitis. However, further large sample size, multicenter, prospective studies are needed to demonstrate its utility.
Collapse
Affiliation(s)
- Shanshan Zhu
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xinguang Cao
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ghulam Nabi
- ENdocrinology and Physiology, Institute of Nature Conservation PAS, Krakow, Poland
| | - Fangbin Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ping Liu
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jingwen Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Changqing Guo
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| |
Collapse
|
3
|
Béchade D, Palmieri LJ, Bonhomme B, Pernot S, Léna J, Fonck M, Pesqué S, Boillet G, Italiano A, Roseau G. Echoendoscopic ultrasound pancreatic adenocarcinoma diagnosis and theranostic approach: should KRAS mutation research be recommended in everyday practice? Therap Adv Gastroenterol 2024; 17:17562848231224943. [PMID: 38250014 PMCID: PMC10798086 DOI: 10.1177/17562848231224943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/16/2023] [Indexed: 01/23/2024] Open
Abstract
Background The impact of KRAS mutation testing on pancreatic ductal adenocarcinoma (PDAC) samples by endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) for reducing the need to repeat EUS-FNA has been demonstrated. Such testing however is not part of standard practice for endoscopic ultrasound-guided fine-needle biopsy (EUS-FNB). Objectives We aim to analyse the proportion of non-contributive samples by EUS-FNB and to evaluate the impact of KRAS mutation testing on the diagnosis, theranostics and survival. Design In this retrospective study, the impact on diagnosis and survival of KRAS testing for contributive and non-contributive samples by EUS-FNB was analysed. Methods The EUS-FNB samples, combined with KRAS testing using the Idylla® technique on liquid-based cytology from patients with PDAC between February 2019 and May 2023, were retrospectively reviewed. The cytology results were classified according to the guidelines of the World Health Organization System for Reporting Pancreaticobiliary Cytopathology (WHOSRPC). Results A total of 85 EUS-FNB specimens were reviewed. In all, 25 EUS-FNB samples did not lead to a formal diagnosis of PDAC according to the WHOSRPC (30.2%). Out of these 25, 11 (44%) could have been considered positive for a PDAC diagnosis thanks to the KRAS mutation test without carrying out further diagnosis procedures. The sensitivity of KRAS mutation testing using the Idylla technique was 98.6%. According to the available data, survival rates were not statistically different depending on the type of mutation. Conclusion KRAS mutation testing on liquid-based cytology using the Idylla or equivalent technique, combined with the PDAC EUS-FNB sample, should become a standard for diagnosis to avoid delaying treatment by doing another biopsy. Furthermore, knowledge of the KRAS status from treatment initiation could be used to isolate mutations requiring targeted treatments or inclusion in clinical research trials, especially for wild-type KRAS PDAC.
Collapse
Affiliation(s)
- Dominique Béchade
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, 229 Cours de L’Argonne, Bordeaux F-33000, France
| | - Lola-Jade Palmieri
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
| | - Benjamin Bonhomme
- Department of Biopathology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
| | - Simon Pernot
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
- University of Bordeaux, Bordeaux, France
| | - Jeanne Léna
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
| | - Marianne Fonck
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
| | - Sophie Pesqué
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
- Hôpital Suburbain du Bouscat, Le Bouscat, France
| | - Gautier Boillet
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
| | - Antoine Italiano
- Department of Medical Oncology, Institut Bergonié, Comprehensive Cancer Center, Bordeaux, France
- University of Bordeaux, Bordeaux, France
| | - Gilles Roseau
- Gastroenterology and Digestive Oncology Unit, Hôpital Cochin, APHP Centre, Paris, France
| |
Collapse
|
4
|
Grewal M, Ahmed T, Javed AA. Current state of radiomics in hepatobiliary and pancreatic malignancies. ARTIFICIAL INTELLIGENCE SURGERY 2023; 3:217-32. [DOI: 10.20517/ais.2023.28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
Abstract
Rising in incidence, hepatobiliary and pancreatic (HPB) cancers continue to exhibit dismal long-term survival. The overall poor prognosis of HPB cancers is reflective of the advanced stage at which most patients are diagnosed. Late diagnosis is driven by the often-asymptomatic nature of these diseases, as well as a dearth of screening modalities. Additionally, standard imaging modalities fall short of providing accurate and detailed information regarding specific tumor characteristics, which can better inform surgical planning and sequencing of systemic therapy. Therefore, precise therapeutic planning must be delayed until histopathological examination is performed at the time of resection. Given the current shortcomings in the management of HPB cancers, investigations of numerous noninvasive biomarkers, including circulating tumor cells and DNA, proteomics, immunolomics, and radiomics, are underway. Radiomics encompasses the extraction and analysis of quantitative imaging features. Along with summarizing the general framework of radiomics, this review synthesizes the state of radiomics in HPB cancers, outlining its role in various aspects of management, present limitations, and future applications for clinical integration. Current literature underscores the utility of radiomics in early detection, tumor characterization, therapeutic selection, and prognostication for HPB cancers. Seeing as single-center, small studies constitute the majority of radiomics literature, there is considerable heterogeneity with respect to steps of the radiomics workflow such as segmentation, or delineation of the region of interest on a scan. Nonetheless, the introduction of the radiomics quality score (RQS) demonstrates a step towards greater standardization and reproducibility in the young field of radiomics. Altogether, in the setting of continually improving artificial intelligence algorithms, radiomics represents a promising biomarker avenue for promoting enhanced and tailored management of HPB cancers, with the potential to improve long-term outcomes for patients.
Collapse
|
5
|
Lanki M, Mustonen H, Salmi M, Jalkanen S, Haglund C, Seppänen H. Serum cytokine profiles in patients with pancreatic cancer and chronic pancreatitis. Pancreatology 2023; 23:657-662. [PMID: 37468364 DOI: 10.1016/j.pan.2023.07.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 06/22/2023] [Accepted: 07/12/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND Chronic pancreatitis (CP) may cause tumor-like lesions, creating a challenge in distinguishing between CP and pancreatic ductal adenocarcinoma (PDAC) in a patient. Given that invasive surgery is a standard cancer treatment, we aimed to examine whether a noninvasive diagnostic tool utilizing serum cytokines could safely differentiate between PDAC and CP. METHODS A pre-operative serum panel comprising 48 inflammatory cytokines, CA19-9, and C-reactive protein (CRP) was analyzed, consisting of 231 patients, 186 with stage I-III PDAC and 45 with CP. We excluded PDAC patients who underwent neoadjuvant therapy and those CP patients with other active malignancies. The laboratory variables most associated with PDAC diagnosis were assessed using logistic regression and selected using the lasso method. RESULTS The cytokines CTACK, GRO-α, and β-NGF were selected alongside CA19-9 and CRP for our differential diagnostic model. The area under the curve (AUC) for our differential diagnostic model was 0.809 (95% confidence interval [CI] 0.738-0.880), compared with 0.791 (95% CI 0.728-0.854) for CA19-9 alone (not significant). CONCLUSIONS We found that inflammatory cytokines CTACK, GRO-α, and β-NGF alongside CA19-9 and CRP may help distinguish PDAC from CP.
Collapse
Affiliation(s)
- Mira Lanki
- Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland.
| | - Harri Mustonen
- Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
| | - Marko Salmi
- MediCity Research Laboratory, University of Turku, Turku, Finland.
| | - Sirpa Jalkanen
- MediCity Research Laboratory, University of Turku, Turku, Finland.
| | - Caj Haglund
- Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland.
| | - Hanna Seppänen
- Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Finland.
| |
Collapse
|
6
|
Tornel-Avelar AI, Velarde Ruiz-Velasco JA, Pelaez-Luna M. Pancreatic cancer, autoimmune or chronic pancreatitis, beyond tissue diagnosis: Collateral imaging and clinical characteristics may differentiate them. World J Gastrointest Oncol 2023; 15:925-942. [PMID: 37389107 PMCID: PMC10302998 DOI: 10.4251/wjgo.v15.i6.925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 04/21/2023] [Accepted: 04/28/2023] [Indexed: 06/14/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignancies and is developing into the 2nd leading cause of cancer-related death. Often, the clinical and radiological presentation of PDAC may be mirrored by other inflammatory pancreatic masses, such as autoimmune pancreatitis (AIP) and mass-forming chronic pancreatitis (MFCP), making its diagnosis challenging. Differentiating AIP and MFCP from PDAC is vital due to significant therapeutic and prognostic implications. Current diagnostic criteria and tools allow the precise differentiation of benign from malignant masses; however, the diagnostic accuracy is imperfect. Major pancreatic resections have been performed in AIP cases under initial suspicion of PDAC after a diagnostic approach failed to provide an accurate diagnosis. It is not unusual that after a thorough diagnostic evaluation, the clinician is confronted with a pancreatic mass with uncertain diagnosis. In those cases, a re-evaluation must be entertained, preferably by an experienced multispecialty team including radiologists, pathologists, gastroenterologists, and surgeons, looking for disease-specific clinical, imaging, and histological hallmarks or collateral evidence that could favor a specific diagnosis. Our aim is to describe current diagnostic limitations that hinder our ability to reach an accurate diagnosis among AIP, PDAC, and MFCP and to highlight those disease-specific clinical, radiological, serological, and histological characteristics that could support the presence of any of these three disorders when facing a pancreatic mass with uncertain diagnosis after an initial diagnostic approach has been unsuccessful.
Collapse
Affiliation(s)
- Ana I Tornel-Avelar
- Department of Gastroenterology, Hospital Civil of Guadalajara “Fray Antonio Alcalde”, Guadalajara 44340, Jalisco, Mexico
| | | | - Mario Pelaez-Luna
- Research Division School of Medicine/Department of Gastroenterology, Universidad Nacional Autonoma de México/National Institute of Medical Sciences and Nutrition “Salvador Zubiran”, Tlalpan 14000, Mexico City, Mexico
| |
Collapse
|
7
|
The Rate of Avoidable Pancreatic Resections at a High-Volume Center: An Internal Quality Control and Critical Review. J Clin Med 2023; 12:jcm12041625. [PMID: 36836160 PMCID: PMC9967180 DOI: 10.3390/jcm12041625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/11/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND The incidence of benign diseases among pancreatic resections for suspected malignancy still represents a relevant issue in the surgical practice. This study aims to identify the preoperative pitfalls that led to unnecessary surgeries at a single Austrian center over a twenty-year period. METHODS Patients undergoing surgery for suspected pancreatic/periampullary malignancy between 2000 and 2019 at the Linz Elisabethinen Hospital were included. The rate of "mismatches" between clinical suspicion and histology was considered as primary outcome. All cases that, despite that, fulfilled the indication criteria for surgery were defined as minor mismatches (MIN-M). Conversely, the true avoidable surgeries were identified as major mismatches (MAJ-M). RESULTS Among the 320 included patients, 13 (4%) presented with benign lesions at definitive pathology. The rate of MAJ-M was 2.8% (n = 9), and the most frequent causes of misdiagnoses were autoimmune pancreatitis (n = 4) and intrapancreatic accessory spleen (n = 2). In all MAJ-M cases, various mistakes within the preoperative workup were detected: lack of multidisciplinary discussion (n = 7, 77.8%); inappropriate imaging (n = 4, 44.4%); lack of specific blood markers (n = 7, 77.8%). The morbidity and mortality rates for mismatches were 46.7% and 0. CONCLUSION All avoidable surgeries were the result of an incomplete pre-operative workup. The adequate identification of the underlying pitfalls could lead to minimize and, potentially, overcome this phenomenon with a concrete optimization of the surgical-care process.
Collapse
|
8
|
Mahajan UM, Oehrle B, Sirtl S, Alnatsha A, Goni E, Regel I, Beyer G, Vornhülz M, Vielhauer J, Chromik A, Bahra M, Klein F, Uhl W, Fahlbusch T, Distler M, Weitz J, Grützmann R, Pilarsky C, Weiss FU, Adam MG, Neoptolemos JP, Kalthoff H, Rad R, Christiansen N, Bethan B, Kamlage B, Lerch MM, Mayerle J. Independent Validation and Assay Standardization of Improved Metabolic Biomarker Signature to Differentiate Pancreatic Ductal Adenocarcinoma From Chronic Pancreatitis. Gastroenterology 2022; 163:1407-1422. [PMID: 35870514 DOI: 10.1053/j.gastro.2022.07.047] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 06/28/2022] [Accepted: 07/14/2022] [Indexed: 12/19/2022]
Abstract
BACKGROUND & AIMS Pancreatic ductal adenocarcinoma cancer (PDAC) is a highly lethal malignancy requiring efficient detection when the primary tumor is still resectable. We previously developed the MxPancreasScore comprising 9 analytes and serum carbohydrate antigen 19-9 (CA19-9), achieving an accuracy of 90.6%. The necessity for 5 different analytical platforms and multiple analytical runs, however, hindered clinical applicability. We therefore aimed to develop a simpler single-analytical run, single-platform diagnostic signature. METHODS We evaluated 941 patients (PDAC, 356; chronic pancreatitis [CP], 304; nonpancreatic disease, 281) in 3 multicenter independent tests, and identification (ID) and validation cohort 1 (VD1) and 2 (VD2) were evaluated. Targeted quantitative plasma metabolite analysis was performed on a liquid chromatography-tandem mass spectrometry platform. A machine learning-aided algorithm identified an improved (i-Metabolic) and minimalistic metabolic (m-Metabolic) signatures, and compared them for performance. RESULTS The i-Metabolic Signature, (12 analytes plus CA19-9) distinguished PDAC from CP with area under the curve (95% confidence interval) of 97.2% (97.1%-97.3%), 93.5% (93.4%-93.7%), and 92.2% (92.1%-92.3%) in the ID, VD1, and VD2 cohorts, respectively. In the VD2 cohort, the m-Metabolic signature (4 analytes plus CA19-9) discriminated PDAC from CP with a sensitivity of 77.3% and specificity of 89.6%, with an overall accuracy of 82.4%. For the subset of 45 patients with PDAC with resectable stages IA-IIB tumors, the sensitivity, specificity, and accuracy were 73.2%, 89.6%, and 82.7%, respectively; for those with detectable CA19-9 >2 U/mL, 81.6%, 88.7%, and 84.5%, respectively; and for those with CA19-9 <37 U/mL, 39.7%, 94.1%, and 76.3%, respectively. CONCLUSIONS The single-platform, single-run, m-Metabolic signature of just 4 metabolites used in combination with serum CA19-9 levels is an innovative accurate diagnostic tool for PDAC at the time of clinical presentation, warranting further large-scale evaluation.
Collapse
Affiliation(s)
- Ujjwal M Mahajan
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Bettina Oehrle
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Simon Sirtl
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Ahmed Alnatsha
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Elisabetta Goni
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Ivonne Regel
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Georg Beyer
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Marlies Vornhülz
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Jakob Vielhauer
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany
| | - Ansgar Chromik
- Department of General and Visceral Surgery, Asklepios Klinikum Hamburg, Hamburg, Germany
| | - Markus Bahra
- Zentrum für Onkologische Oberbauchchirurgie und Robotik, Krankenhaus Waldfriede, Berlin, Germany
| | - Fritz Klein
- Department of General, Visceral and Transplantation Surgery, Charité, Campus Virchow Klinikum, Berlin, Germany
| | - Waldemar Uhl
- Department of General and Visceral Surgery, Katholisches Klinikum Bochum, Bochum, Germany
| | - Tim Fahlbusch
- Department of General and Visceral Surgery, Katholisches Klinikum Bochum, Bochum, Germany
| | - Marius Distler
- Department for Visceral, Thoracic and Vascular Surgery, University Hospital, Technical University Dresden, Dresden, Germany
| | - Jürgen Weitz
- Department for Visceral, Thoracic and Vascular Surgery, University Hospital, Technical University Dresden, Dresden, Germany
| | - Robert Grützmann
- Department of Surgery, Erlangen University Hospital, Erlangen, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Erlangen, Germany
| | - Christian Pilarsky
- Department of Surgery, Erlangen University Hospital, Erlangen, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Erlangen, Germany
| | - Frank Ulrich Weiss
- Department of Medicine A, University Medicine Greifswald, Greifswald, Germany
| | - M Gordian Adam
- Metanomics Health GmbH, Berlin, Germany; biocrates life sciences ag, Innsbruck, Austria
| | - John P Neoptolemos
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Holger Kalthoff
- Section for Molecular Oncology, Institut for Experimental Cancer Research (IET), Universitätsklinikum Schleswig-Holstein, Kiel, Germany
| | - Roland Rad
- Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany; Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine and Center for Translational Cancer Research (TranslaTUM), Technische Universität München, Munich, Germany
| | - Nicole Christiansen
- Metanomics Health GmbH, Berlin, Germany; TrinamiX GmbH, Ludwigshafen am Rhein, Rheinland-Pfalz, Germany
| | | | | | - Markus M Lerch
- Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany; Department of Medicine A, University Medicine Greifswald, Greifswald, Germany; Ludwig Maximilian University Klinikum, Munich, Germany
| | - Julia Mayerle
- Department of Medicine II, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany; Bavarian Centre for Cancer Research (Bayerisches Zentrum für Krebsforschung), Munich, Germany.
| |
Collapse
|
9
|
Gupta P, Rana P, Marodia Y, Samanta J, Sharma V, Sinha SK, Singh H, Gupta V, Yadav TD, Sreenivasan R, Vaiphei K, Rajwanshi A, Kochhar R, Sandhu M. Contrast-enhanced ultrasound of solid pancreatic head lesions: a prospective study. Eur Radiol 2022; 32:6668-6677. [PMID: 35587829 DOI: 10.1007/s00330-022-08854-9] [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: 12/18/2021] [Revised: 04/26/2022] [Accepted: 04/30/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To evaluate the role of contrast-enhanced ultrasound (CEUS) in the differential diagnosis of solid pancreatic head lesions (SPHL). METHODS This prospective study comprised consecutive patients with SPHL who underwent CEUS evaluation of the pancreas. Findings recorded at CEUS were enhancement patterns (degree, completeness, centripetal enhancement, and percentage enhancement) and presence of central vessels. In addition, time to peak (TTP) and washout time (WT) were recorded. The final diagnosis was based on histopathology or cytology. Multivariate analysis was performed to identify parameters that were significantly associated with pancreatic ductal adenocarcinoma (PDAC). RESULTS Ninety-eight patients (median age 53.8 years, 59 males) were evaluated. The final diagnosis was PDAC (n = 64, 65.3%), inflammatory mass (n = 16, 16.3%), neuroendocrine tumor (NET, n = 14, 14.3%), and other tumors (n = 4, 4.1%). Hypoenhancement, incomplete enhancement, and centripetal enhancement were significantly more common in PDAC than non-PDAC lesions (p = 0.001, p = 0.031, and p = 0.002, respectively). Central vessels were present in a significantly greater number of non-PDAC lesions (p = 0.0001). Hypoenhancement with < 30% enhancement at CEUS had sensitivity and specificity of 80.6% and 67.7%, respectively, for PDAC. There was no significant difference in the TTP and WT between PDAC and non - PDAC lesions. However, the WT was significantly shorter in PDAC compared to NET (p = 0.011). In multivariate analysis, lack of central vessels was significantly associated with a PDAC diagnosis. CONCLUSION CEUS is a useful tool for the evaluation of SPHL. CEUS can be incorporated into the diagnostic algorithm to differentiate PDAC from non-PDAC lesions. KEY POINTS • Hypoenhancement and incomplete enhancement at CEUS were significantly more common in PDAC than in non-PDAC. • Central vessels at CEUS were significantly associated with PDAC. • There was no difference in TTP and WT between PDAC and non-PDAC lesions.
Collapse
Affiliation(s)
- Pankaj Gupta
- Department of Radiodiagnosis and Imaging, PGIMER, Chandigarh, India.
| | - Pratyaksha Rana
- Department of Radiodiagnosis and Imaging, PGIMER, Chandigarh, India
| | - Yashi Marodia
- Department of Radiodiagnosis and Imaging, PGIMER, Chandigarh, India
| | | | - Vishal Sharma
- Department of Gastroenterology, PGIMER, Chandigarh, India
| | - Saroj K Sinha
- Department of Gastroenterology, PGIMER, Chandigarh, India
| | - Harjeet Singh
- Department of Surgical Gastroenterology, PGIMER, Chandigarh, India
| | - Vikas Gupta
- Department of Surgical Gastroenterology, PGIMER, Chandigarh, India
| | | | | | - Kim Vaiphei
- Department of Histopathology, PGIMER, Chandigarh, India
| | | | - Rakesh Kochhar
- Department of Gastroenterology, PGIMER, Chandigarh, India
| | - Manavjit Sandhu
- Department of Radiodiagnosis and Imaging, PGIMER, Chandigarh, India
| |
Collapse
|
10
|
Rangwani S, Ardeshna DR, Rodgers B, Melnychuk J, Turner R, Culp S, Chao WL, Krishna SG. Application of Artificial Intelligence in the Management of Pancreatic Cystic Lesions. Biomimetics (Basel) 2022; 7:79. [PMID: 35735595 PMCID: PMC9221027 DOI: 10.3390/biomimetics7020079] [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: 05/17/2022] [Revised: 06/07/2022] [Accepted: 06/07/2022] [Indexed: 12/10/2022] Open
Abstract
The rate of incidentally detected pancreatic cystic lesions (PCLs) has increased over the past decade and was recently reported at 8%. These lesions pose a unique challenge, as each subtype of PCL carries a different risk of malignant transformation, ranging from 0% (pancreatic pseudocyst) to 34-68% (main duct intraductal papillary mucinous neoplasm). It is imperative to correctly risk-stratify the malignant potential of these lesions in order to provide the correct care course for the patient, ranging from monitoring to surgical intervention. Even with the multiplicity of guidelines (i.e., the American Gastroenterology Association guidelines and Fukuoka/International Consensus guidelines) and multitude of diagnostic information, risk stratification of PCLs falls short. Studies have reported that 25-64% of patients undergoing PCL resection have pancreatic cysts with no malignant potential, and up to 78% of mucin-producing cysts resected harbor no malignant potential on pathological evaluation. Clinicians are now incorporating artificial intelligence technology to aid in the management of these difficult lesions. This review article focuses on advancements in artificial intelligence within digital pathomics, radiomics, and genomics as they apply to the diagnosis and risk stratification of PCLs.
Collapse
Affiliation(s)
- Shiva Rangwani
- Department of Internal Medicine, Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (S.R.); (D.R.A.)
| | - Devarshi R. Ardeshna
- Department of Internal Medicine, Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (S.R.); (D.R.A.)
| | - Brandon Rodgers
- College of Medicine, The Ohio State University, Columbus, OH 43210, USA; (B.R.); (J.M.); (R.T.)
| | - Jared Melnychuk
- College of Medicine, The Ohio State University, Columbus, OH 43210, USA; (B.R.); (J.M.); (R.T.)
| | - Ronald Turner
- College of Medicine, The Ohio State University, Columbus, OH 43210, USA; (B.R.); (J.M.); (R.T.)
| | - Stacey Culp
- Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, OH 43210, USA;
| | - Wei-Lun Chao
- Department of Computer Science and Engineering, The Ohio State University, Columbus, OH 43210, USA;
| | - Somashekar G. Krishna
- Department of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA
| |
Collapse
|
11
|
Li Z, Salik I. A Dangerous Mimic: Chronic Pancreatitis Masquerading As Pancreatic Adenocarcinoma. Cureus 2021; 13:e19795. [PMID: 34963827 PMCID: PMC8695670 DOI: 10.7759/cureus.19795] [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] [Accepted: 11/19/2021] [Indexed: 11/18/2022] Open
Abstract
Pancreatic adenocarcinoma (PAC) is the most common form of pancreatic cancer in adults, although extremely rare before the age of 40 years. It is known that the cytology of chronic pancreatitis can mimic pancreatic adenocarcinoma. We present a case of a 13-year-old male with chronic pancreatitis that was misdiagnosed as PAC. The patient subsequently underwent a Whipple procedure, highlighting the importance of a correct diagnosis prior to undergoing invasive surgical procedures.
Collapse
Affiliation(s)
- Zoe Li
- Department of Anesthesiology, Westchester Medical Center, Valhalla, USA
| | - Irim Salik
- Department of Anesthesiology, Westchester Medical Center, Valhalla, USA
| |
Collapse
|
12
|
Umans DS, Hoogenboom SA, Sissingh NJ, Lekkerkerker SJ, Verdonk RC, van Hooft JE. Pancreatitis and pancreatic cancer: A case of the chicken or the egg. World J Gastroenterol 2021; 27:3148-3157. [PMID: 34163103 PMCID: PMC8218365 DOI: 10.3748/wjg.v27.i23.3148] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/13/2021] [Accepted: 05/08/2021] [Indexed: 02/06/2023] Open
Abstract
Acute pancreatitis (AP), chronic pancreatitis (CP) and pancreatic cancer are three distinct pancreatic diseases with different prognoses and treatment options. However, it may be difficult to differentiate between benign and malignant disease. AP may be a first symptom of pancreatic cancer, particularly in patients between the ages of 56 and 75 with presumed idiopathic AP who had a concomitant diagnosis of new-onset diabetes mellitus or patients who present with CP at diagnosis of AP. In these patients, additional imaging is warranted, preferably by endoscopic ultrasonography. CP may lead to pancreatic cancer through oncogenic mutations, mostly in patients with hereditary CP, and in patients in whom risk factors for pancreatic cancer (e.g., nicotine and alcohol abuse) are also present. Patients with PRSS1-mediated CP and patients with a history of autosomal dominant hereditary CP without known genetic mutations may be considered for surveillance for pancreatic cancer. Pancreatic inflammation may mimic pancreatic cancer by appearing as a focal mass-forming lesion on imaging. Differentiation between the above mentioned benign and malignant disease may be facilitated by specific features like the duct-penetrating sign and the duct-to-parenchyma ratio. Research efforts are aimed towards developing a superior discriminant between pancreatitis and pancreatic cancer in the form of imaging modalities or biomarkers. This may aid clinicians in timely diagnosing pancreatic cancer in a potentially curable stage.
Collapse
Affiliation(s)
- Devica S Umans
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology and Metabolism, Amsterdam UMC, Amsterdam 1105 AZ, The Netherlands
- Department of Research and Development, St. Antonius Hospital, Nieuwegein 3430 EM, The Netherlands
| | - Sanne A Hoogenboom
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology and Metabolism, Amsterdam UMC, Amsterdam 1105 AZ, The Netherlands
| | - Noor J Sissingh
- Department of Research and Development, St. Antonius Hospital, Nieuwegein 3430 EM, The Netherlands
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands
| | - Selma J Lekkerkerker
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology and Metabolism, Amsterdam UMC, Amsterdam 1105 AZ, The Netherlands
| | - Robert C Verdonk
- Department of Gastroenterology and Hepatology, St. Antonius Hospital, Nieuwegein 3430 EM, The Netherlands
| | - Jeanin E van Hooft
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands
| |
Collapse
|
13
|
Deng Y, Ming B, Zhou T, Wu JL, Chen Y, Liu P, Zhang J, Zhang SY, Chen TW, Zhang XM. Radiomics Model Based on MR Images to Discriminate Pancreatic Ductal Adenocarcinoma and Mass-Forming Chronic Pancreatitis Lesions. Front Oncol 2021; 11:620981. [PMID: 33842325 PMCID: PMC8025779 DOI: 10.3389/fonc.2021.620981] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 03/01/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND It is difficult to identify pancreatic ductal adenocarcinoma (PDAC) and mass-forming chronic pancreatitis (MFCP) lesions through conventional CT or MR examination. As an innovative image analysis method, radiomics may possess potential clinical value in identifying PDAC and MFCP. To develop and validate radiomics models derived from multiparametric MRI to distinguish pancreatic ductal adenocarcinoma (PDAC) and mass-forming chronic pancreatitis (MFCP) lesions. METHODS This retrospective study included 119 patients from two independent institutions. Patients from one institution were used as the training cohort (51 patients with PDAC and 13 patients with MFCP), and patients from the other institution were used as the testing cohort (45 patients with PDAC and 10 patients with MFCP). All the patients had pathologically confirmed results, and preoperative MRI was performed. Four feature sets were extracted from T1-weighted imaging (T1WI), T2-weighted imaging (T2WI), and the artery (A) and portal (P) phases of dynamic contrast-enhanced MRI, and the corresponding radiomics models were established. Several clinical characteristics were used to discriminate PDAC and MFCP lesions, and clinical model was established. The results of radiologists' evaluation were compared with pathology and radiomics models. Univariate analysis and the least absolute shrinkage and selection operator algorithm were performed for feature selection, and a support vector machine was used for classification. The receiver operating characteristic (ROC) curve was applied to assess the model discrimination. RESULTS The areas under the ROC curves (AUCs) for the T1WI, T2WI, A and, P and clinical models were 0.893, 0.911, 0.958, 0.997 and 0.516 in the primary cohort, and 0.882, 0.902, 0.920, 0.962 and 0.649 in the validation cohort, respectively. All radiomics models performed better than clinical model and radiologists' evaluation both in the training and testing cohorts by comparing the AUC of various models, all P<0.050. Good calibration was achieved. CONCLUSIONS The radiomics models based on multiparametric MRI have the potential ability to classify PDAC and MFCP lesions.
Collapse
Affiliation(s)
- Yan Deng
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Bing Ming
- Department of Radiology, Deyang People’s Hospital, Deyang, China
| | - Ting Zhou
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Jia-long Wu
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Yong Chen
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Pei Liu
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Ju Zhang
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Shi-yong Zhang
- Department of Radiology, Deyang People’s Hospital, Deyang, China
| | - Tian-wu Chen
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Xiao-Ming Zhang
- Sichuan Key Laboratory of Medical Imaging and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| |
Collapse
|
14
|
Skulimowski A, Durczyński A, Strzelczyk J, Hogendorf P. Comparison of clinical usefulness of serum Ca125 and CA19-9 in pancreatic adenocarcinoma diagnosis: meta-analysis and systematic review of literature. Biomarkers 2021; 26:287-295. [PMID: 33459070 DOI: 10.1080/1354750x.2021.1876770] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Pancreatic adenocarcinoma remains one of the most lethal cancers. The only recommended biomarker CA19-9 proves to be not accurate enough to establish a certain diagnosis. Therefore, a determination of usefulness of other biomarkers is essential. Our aim was to compare the specificity and sensitivity of Ca125 and CA19-9 by means of meta-analysis. The systematic review of combined tests (CA19-9 + Ca125) was also performed. METHODS We conducted a systematic search of Medline (via PubMed) and Ovid. After screening of abstracts and the assessment of full-texts, nine studies (number of patients, n = 1599) were included. Hierarchical summary receiver under operator curve (hsROC) model was applied to estimate the diagnostic accuracy. RESULTS CA19-9 sensitivity and specificity were 0.748 (95%CI 0.676-0.809) and 0.782 (95%CI 0.716-0.836), respectively. These values were estimated on 0.593 (95%CI 0.489-0.69) and 0.754 (95%CI 0.817-0.668) for Ca125. Regarding the heterogeneity of studies, a strong threshold effect for Ca125 and moderate one for CA19-9 were found. CONCLUSIONS Our meta-analysis did not prove the superiority of Ca125. It should be nevertheless noted that the sparsity of studies precludes accurate analysis of various factors' influence. The review of proposed combined tests shows that CA19-9 + Ca125 models are generally characterized by higher sensitivity.
Collapse
Affiliation(s)
- Aleksander Skulimowski
- Department of General and Transplant Surgery, N. Barlicki Memorial Clinical Hospital, Medical University of Lodz, Lodz, Poland
| | - Adam Durczyński
- Department of General and Transplant Surgery, N. Barlicki Memorial Clinical Hospital, Medical University of Lodz, Lodz, Poland
| | - Janusz Strzelczyk
- Department of General and Transplant Surgery, N. Barlicki Memorial Clinical Hospital, Medical University of Lodz, Lodz, Poland
| | - Piotr Hogendorf
- Department of General and Transplant Surgery, N. Barlicki Memorial Clinical Hospital, Medical University of Lodz, Lodz, Poland
| |
Collapse
|
15
|
Focal Autoimmune Pancreatitis: A Simple Flow Chart for a Challenging Diagnosis. Ultrasound Int Open 2021; 6:E67-E75. [PMID: 33490857 PMCID: PMC7815440 DOI: 10.1055/a-1323-4906] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 11/25/2020] [Indexed: 12/11/2022] Open
Abstract
Autoimmune pancreatitis is a chronic fibroinflammatory autoimmune mediated
disease of the pancreas. Clinically, obstructive painless jaundice and upper
abdominal pain are the main symptoms. Focal AIP is characterized by
segmental involvement of pancreatic parenchyma and it is often
radiologically represented by a pancreatic mass. In these cases, the
diagnosis can be very challenging, since it may be easily confused with
pancreatic cancer. Therefore, we suggest a combined approach of imaging
tests as the diagnostic workup. EUS study combined with CEUS and
elastography, if available, increases the accuracy of the method to rule out
cancer. Moreover, the lesion should always be sampled under EUS guidance to
obtain a cyto/histological diagnosis. The diagnostic workup should
also include the use of diagnostic clinical criteria (extrapancreatic
lesions, steroid response) and laboratory findings (CA 19.9 and IgG4
evaluations).
Collapse
|
16
|
Elsherif SB, Virarkar M, Javadi S, Ibarra-Rovira JJ, Tamm EP, Bhosale PR. Pancreatitis and PDAC: association and differentiation. Abdom Radiol (NY) 2020; 45:1324-1337. [PMID: 31705251 DOI: 10.1007/s00261-019-02292-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The discrimination of mass-forming chronic pancreatitis (MFCP) from pancreatic ductal adenocarcinoma (PDAC) is a central diagnostic dilemma. It is important to differentiate these entities since they have markedly different prognoses and management. Importantly, the appearance of these two entities significantly overlaps on a variety of imaging modalities. However, there are imaging features that may be suggestive of one entity more than the other. MFCP and PDAC may show different enhancement patterns on perfusion computed tomography (CT) and/or dynamic contrast-enhanced MRI (DCE-MRI). The duct-penetrating sign on magnetic resonance cholangiopancreatography (MRCP) is more often associated with MFCP, whereas abrupt cutoff with upstream dilatation of the main pancreatic duct and the double-duct sign (obstruction/cutoff of both the common bile duct and pancreatic duct) are more often associated with PDAC. Nevertheless, tissue sampling is the most reliable method to differentiate between these entities and is currently generally necessary for management.
Collapse
Affiliation(s)
- Sherif B Elsherif
- The Department of Diagnostic Radiology, The University of Texas M. D. Anderson Cancer Center, 1400 Pressler St., Houston, TX, 77030, USA.
- The Department of Internal Medicine, Weiss Memorial Hospital, Affiliate of the University of Illinois at Chicago, Chicago, USA.
| | - Mayur Virarkar
- The Department of Diagnostic Radiology, The University of Texas M. D. Anderson Cancer Center, 1400 Pressler St., Houston, TX, 77030, USA
| | - Sanaz Javadi
- The Department of Diagnostic Radiology, The University of Texas M. D. Anderson Cancer Center, 1400 Pressler St., Houston, TX, 77030, USA
| | - Juan J Ibarra-Rovira
- The Department of Diagnostic Radiology, The University of Texas M. D. Anderson Cancer Center, 1400 Pressler St., Houston, TX, 77030, USA
| | - Eric P Tamm
- The Department of Diagnostic Radiology, The University of Texas M. D. Anderson Cancer Center, 1400 Pressler St., Houston, TX, 77030, USA
| | - Priya R Bhosale
- The Department of Diagnostic Radiology, The University of Texas M. D. Anderson Cancer Center, 1400 Pressler St., Houston, TX, 77030, USA
| |
Collapse
|
17
|
Xiong Y, Shi C, Zhong F, Liu X, Yang P. LC-MS/MS and SWATH based serum metabolomics enables biomarker discovery in pancreatic cancer. Clin Chim Acta 2020; 506:214-221. [PMID: 32243985 DOI: 10.1016/j.cca.2020.03.043] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 02/12/2020] [Accepted: 03/30/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Pancreatic cancer (PC) is the fourth leading cause of cancer death because of its subtle clinical symptoms in the early stage. To discover particular serum metabolites as potential biomarkers to differentiate pancreatic carcinoma from benign disease (BD) is on urgent demand. METHOD To comprehensively analyze serum metabolites obtained from 14 patients with PC, 10 patients with BD and 10 healthy individuals (normal control, NC), we separated the metabolites using both reversed-phase liquid chromatography (RPLC) and hydrophilic interaction liquid chromatography (HILIC). The data were acquired on a high-resolution quadrupole time-of-flight mass spectrometer operated in negative (ESI-) and positive (ESI+) ionization modes, respectively. Differential metabolites were selected by univariate (Student's t test) and multivariate (orthogonal partial least squares-discriminant analysis (OPLS-DA)) statistics. Sequential window acquisition of all theoretical spectra (SWATH) analysis was further utilized to validate the metabolites found in discovery stage. The receiver operator characteristics (ROC) curve analysis was performed to evaluate predictive clinical usefulness of 8 metabolites. RESULTS A total of 8 metabolites including taurocholic acid, glycochenodexycholic acid, glycocholic acid, L-glutamine, glutamic acid, L-phenylalanine, L-tryptophan, and L-arginine were identified and relatively quantified as differential metabolites for discriminating PC, BD and NC. The 8 metabolites and their combination discriminated PC from BD and NC with well-performed area under the curve (AUC) values, sensitivity and specificity. CONCLUSION Bile acids (especially taurocholic acid) performed to be potential biomarkers in PC diagnosis. Other amino acids (such as L-glutamine, glutamic acid, L-phenylalanine, L-tryptophan, and L-arginine) in serum samples from PC patients might provide a sensitive, blood-borne diagnostic signature for the presence of PC or its precursor lesions.
Collapse
Affiliation(s)
- Yueting Xiong
- Institutes of Biomedical Sciences and The Fifth People's Hospital of Shanghai, Fudan University, Shanghai 200032, China
| | - Chao Shi
- Shanghai Dermatology Hospital, No. 1278th Baode Road, Jing'an District, Shanghai 200443, China
| | - Fan Zhong
- Institutes of Biomedical Sciences and The Fifth People's Hospital of Shanghai, Fudan University, Shanghai 200032, China; Department of Systems Biology for Medicine, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xiaohui Liu
- Institutes of Biomedical Sciences and The Fifth People's Hospital of Shanghai, Fudan University, Shanghai 200032, China.
| | - Pengyuan Yang
- Institutes of Biomedical Sciences and The Fifth People's Hospital of Shanghai, Fudan University, Shanghai 200032, China.
| |
Collapse
|
18
|
Wolske KM, Ponnatapura J, Kolokythas O, Burke LMB, Tappouni R, Lalwani N. Chronic Pancreatitis or Pancreatic Tumor? A Problem-solving Approach. Radiographics 2019; 39:1965-1982. [PMID: 31584860 DOI: 10.1148/rg.2019190011] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Certain inflammatory pancreatic abnormalities may mimic pancreatic ductal adenocarcinoma at imaging, which precludes accurate preoperative diagnosis and may lead to unnecessary surgery. Inflammatory conditions that may appear masslike include mass-forming chronic pancreatitis, focal autoimmune pancreatitis, and paraduodenal pancreatitis or "groove pancreatitis." In addition, obstructive chronic pancreatitis can mimic an obstructing ampullary mass or main duct intraductal papillary mucinous neoplasm. Secondary imaging features such as the duct-penetrating sign, biliary or main pancreatic duct skip strictures, a capsulelike rim, the pancreatic duct-to-parenchyma ratio, displaced calcifications in patients with chronic calcific pancreatitis, the "double duct" sign, and vessel encasement or displacement can help to suggest the possibility of an inflammatory mass or a neoplastic process. An awareness of the secondary signs that favor a diagnosis of malignant or inflammatory lesions in the pancreas can help the radiologist to perform the differential diagnosis and determine the degree of suspicion for malignancy. Repeat biopsy or surgical resection may be necessary to achieve an accurate diagnosis and prevent unnecessary surgery for inflammatory conditions. Online supplemental material and DICOM image stacks are available for this article. ©RSNA, 2019.
Collapse
Affiliation(s)
- Kristy Marie Wolske
- From the Departments of Radiology of Wake Forest Baptist Medical Center, 1 Medical Center Blvd, Winston-Salem, NC 27157 (K.M.W., J.P., R.T., N.L.); University of Washington, Seattle, Wash (O.K.); and University of North Carolina at Chapel Hill, Chapel Hill, NC (L.M.B.B.)
| | - Janardhana Ponnatapura
- From the Departments of Radiology of Wake Forest Baptist Medical Center, 1 Medical Center Blvd, Winston-Salem, NC 27157 (K.M.W., J.P., R.T., N.L.); University of Washington, Seattle, Wash (O.K.); and University of North Carolina at Chapel Hill, Chapel Hill, NC (L.M.B.B.)
| | - Orpheus Kolokythas
- From the Departments of Radiology of Wake Forest Baptist Medical Center, 1 Medical Center Blvd, Winston-Salem, NC 27157 (K.M.W., J.P., R.T., N.L.); University of Washington, Seattle, Wash (O.K.); and University of North Carolina at Chapel Hill, Chapel Hill, NC (L.M.B.B.)
| | - Lauren M B Burke
- From the Departments of Radiology of Wake Forest Baptist Medical Center, 1 Medical Center Blvd, Winston-Salem, NC 27157 (K.M.W., J.P., R.T., N.L.); University of Washington, Seattle, Wash (O.K.); and University of North Carolina at Chapel Hill, Chapel Hill, NC (L.M.B.B.)
| | - Rafel Tappouni
- From the Departments of Radiology of Wake Forest Baptist Medical Center, 1 Medical Center Blvd, Winston-Salem, NC 27157 (K.M.W., J.P., R.T., N.L.); University of Washington, Seattle, Wash (O.K.); and University of North Carolina at Chapel Hill, Chapel Hill, NC (L.M.B.B.)
| | - Neeraj Lalwani
- From the Departments of Radiology of Wake Forest Baptist Medical Center, 1 Medical Center Blvd, Winston-Salem, NC 27157 (K.M.W., J.P., R.T., N.L.); University of Washington, Seattle, Wash (O.K.); and University of North Carolina at Chapel Hill, Chapel Hill, NC (L.M.B.B.)
| |
Collapse
|
19
|
Abstract
This article explores the technical background of dual-energy CT (DECT) imaging along with its basic principles, before turning to a review of the various DECT applications specific to pancreatic imaging. In light of the most recent literature, we will review the constellation of DECT applications available for pancreatic imaging in both oncologic and non-oncologic applications. We emphasize the increased lesion conspicuity and the improved tissue characterization available with DECT post-processing tools. Finally, future clinical applications and opportunities for research will be overviewed.
Collapse
Affiliation(s)
- Domenico Mastrodicasa
- Division of Body Imaging, Department of Radiology, Stanford University School of Medicine, Stanford, CA.
| | - Andrea Delli Pizzi
- ITAB Institute for Advanced Biomedical Technologies, Department of Neuroscience, Imaging and Clinical Sciences, "G. d'Annunzio" University, Chieti, Italy
| | - Bhavik Natvar Patel
- Division of Body Imaging, Department of Radiology, Stanford University School of Medicine, Stanford, CA
| |
Collapse
|
20
|
Mohammed MF, Elbanna KY, Mohammed AME, Murray N, Azzumea F, Almazied G, Nicolaou S. Practical Applications of Dual-Energy Computed Tomography in the Acute Abdomen. Radiol Clin North Am 2018; 56:549-563. [PMID: 29936947 DOI: 10.1016/j.rcl.2018.03.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
With new developments in workflow automation, as well as technological advances enabling faster imaging with improved image quality and dose profile, dual-energy computed tomography is being used more often in the imaging of the acutely ill and injured patient. Its ability to identify iodine, differentiate it from hematoma or calcification, and improve contrast resolution has proven invaluable in the assessment of organ perfusion, organ injury, and inflammation.
Collapse
Affiliation(s)
- Mohammed F Mohammed
- Medical Imaging Department, Abdominal Imaging Section, Ministry of the National Guard, Health Affairs, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Prince Mutib Ibn Abdullah Ibn Abdulaziz Road, Ar Rimayah, Riyadh 14611, Saudi Arabia.
| | - Khaled Y Elbanna
- Department of Medical Imaging, Emergency and Trauma Radiology Division, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Toronto, Ontario M4N 3M5, Canada
| | - Abdelazim M E Mohammed
- Medical Imaging Department, Abdominal Imaging Section, Ministry of the National Guard, Health Affairs, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Prince Mutib Ibn Abdullah Ibn Abdulaziz Road, Ar Rimayah, Riyadh 14611, Saudi Arabia
| | - Nicolas Murray
- Department of Radiology, Vancouver General Hospital, 899 West 12th Avenue, Vancouver, British Columbia V5Z1M9, Canada
| | - Fahad Azzumea
- Medical Imaging Department, Abdominal Imaging Section, Ministry of the National Guard, Health Affairs, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Prince Mutib Ibn Abdullah Ibn Abdulaziz Road, Ar Rimayah, Riyadh 14611, Saudi Arabia
| | - Ghassan Almazied
- Medical Imaging Department, Abdominal Imaging Section, Ministry of the National Guard, Health Affairs, King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Prince Mutib Ibn Abdullah Ibn Abdulaziz Road, Ar Rimayah, Riyadh 14611, Saudi Arabia
| | - Savvas Nicolaou
- Department of Radiology, Vancouver General Hospital, 899 West 12th Avenue, Vancouver, British Columbia V5Z1M9, Canada
| |
Collapse
|
21
|
George E, Wortman JR, Fulwadhva UP, Uyeda JW, Sodickson AD. Dual energy CT applications in pancreatic pathologies. Br J Radiol 2017; 90:20170411. [PMID: 28936888 PMCID: PMC6047640 DOI: 10.1259/bjr.20170411] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 09/05/2017] [Accepted: 09/13/2017] [Indexed: 02/06/2023] Open
Abstract
Dual energy CT (DECT) is a technology that is gaining widespread acceptance, particularly for its abdominopelvic applications. Pancreatic pathologies are an ideal application for the many advantages offered by dual energy post-processing. This article reviews the current literature on dual energy CT pancreatic imaging, specifically in the evaluation of pancreatic adenocarcinoma, other solid and cystic pancreatic neoplasms, and pancreatitis. The advantages in characterization and quantification of enhancement, detection of subtle lesions, and potential reduction of imaging phases and contrast usage are reviewed. We also discuss directions for future research, and the ideal use of dual energy CT in routine clinical practice.
Collapse
Affiliation(s)
- Elizabeth George
- Department of Radiology, Division of Emergency Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Jeremy R Wortman
- Department of Radiology, Division of Emergency Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Urvi P Fulwadhva
- Department of Radiology, Division of Emergency Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Jennifer W Uyeda
- Department of Radiology, Division of Emergency Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Aaron D Sodickson
- Department of Radiology, Division of Emergency Radiology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| |
Collapse
|
22
|
Sibinga Mulder BG, Mieog JSD, Farina Sarasqueta A, Handgraaf HJM, Vasen HFA, Swijnenburg RJ, Luelmo SAC, Feshtali S, Inderson A, Vahrmeijer AL, Bonsing BA, Wezel TV, Morreau H. Diagnostic value of targeted next-generation sequencing in patients with suspected pancreatic or periampullary cancer. J Clin Pathol 2017; 71:246-252. [DOI: 10.1136/jclinpath-2017-204607] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 07/07/2017] [Accepted: 07/07/2017] [Indexed: 01/04/2023]
Abstract
AimsRadiological imaging and morphological assessment of cytology material have limitations for preoperative classification of pancreatic or periampullary lesions, often resulting in surgical resection without definitive diagnosis. Our prospective study aims to define the diagnostic value of targeted next-generation sequencing (NGS) of DNA from cytology material.MethodsPatients with a suspect pancreatic or periampullary lesion underwent standard diagnostic evaluation including preoperative morphological cytology assessment. Treatment options for suspect lesions were surgical exploration with possible resection, follow-up or palliation. The cytology samples were analysed with NGS, in which 50 genes were sequenced for the presence of pathogenic variants. The NGS results were integrated with the clinical information during multidisciplinary team meetings, and changes in the treatment plan were scored. Diagnostic accuracy of NGS analysis (malignancy vs benign disease) was calculated.ResultsNGS results of the cytology samples were confirmed in the resection specimens of the first 10 included patients. The integration of the NGS results led to a change in treatment plan in 7 out of 70 patients (from exploration to follow-up, n=4; from follow-up to exploration and resection, n=2; from palliation to resection, n=1). In four patients, the NGS results were contradictory, but did not affect the treatment plan. In the remaining 59 patients, NGS analysis supported the initial treatment plan. The diagnostic accuracy of NGS analysis was 94% (sensitivity=93%; specificity=100%).ConclusionsNGS can change the treatment plan in a significant portion of patients with suspect pancreatic or periampullary lesions. Application of NGS can optimise treatment selection and diminish unnecessary surgeries.
Collapse
|
23
|
Kim M, Jang KM, Kim JH, Jeong WK, Kim SH, Kang TW, Kim YK, Cha DI, Kim K. Differentiation of mass-forming focal pancreatitis from pancreatic ductal adenocarcinoma: value of characterizing dynamic enhancement patterns on contrast-enhanced MR images by adding signal intensity color mapping. Eur Radiol 2016; 27:1722-1732. [PMID: 27510628 DOI: 10.1007/s00330-016-4522-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2016] [Revised: 07/18/2016] [Accepted: 07/20/2016] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To evaluate the value of dynamic enhancement patterns on contrast-enhanced MR images by adding signal intensity colour mapping (SICM) to differentiate mass-forming focal pancreatitis (MFFP) from pancreatic ductal adenocarcinoma (PDAC). METHODS Forty-one clinicopathologically proven MFFPs and 144 surgically confirmed PDACs were enrolled. Laboratory and MR imaging parameters were used to differentiate MFFP from PDAC. In particular, enhancement patterns on MR images adding SICM were evaluated. By using classification tree analysis (CTA), we determined the predictors for the differentiation of MFFP from PDAC. RESULTS In the CTA, with all parameters except enhancement pattern on SICM images, ductal obstruction grade and T1 hypointensity grade of the pancreatic lesion were the first and second splitting predictor for differentiation of MFFP from PDAC, in order. By adding an enhancement pattern on the SICM images to CTA, the enhancement pattern was the only splitting predictor to differentiate MFFP from PDAC. The CTA model including enhancement pattern on SICM images has sensitivity of 78.0 %, specificity of 99.3 %, and accuracy of 94.6 % for differentiating MFFP from PDAC. CONCLUSION The characterization of enhancement pattern for pancreatic lesions on contrast-enhanced MR images adding SICM would be helpful to differentiate MFFP from PDAC. KEY POINTS • SICM was useful to characterize enhancement pattern. • Enhancement pattern on SICM was the only splitting predictor on CTA. • This model may be useful for differentiating MFFP from PDAC.
Collapse
Affiliation(s)
- Mimi Kim
- Department of Radiology, Hanyang Medical Center, Hanyang University College of Medicine, Seoul, Republic of Korea
| | - Kyung Mi Jang
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea. .,Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, 50 Irwon-Dong, Gangnam-gu, Seoul, 135-710, Korea.
| | - Jae-Hun Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Woo Kyoung Jeong
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seong Hyun Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Tae Wook Kang
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Young Kon Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dong Ik Cha
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Kyunga Kim
- Biostatics and Clinical Epidemiology Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea
| |
Collapse
|
24
|
Gomes RM, Bal M, Patkar S, Goel M, Shrikhande SV. Unexpected benign histopathology after pancreatoduodenectomy for presumed malignancy: accepting the inevitable. Langenbecks Arch Surg 2016; 401:169-79. [DOI: 10.1007/s00423-016-1372-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Accepted: 01/07/2016] [Indexed: 01/04/2023]
|
25
|
Pancreatic ductal adenocarcinoma and chronic mass-forming pancreatitis: Differentiation with dual-energy MDCT in spectral imaging mode. Eur J Radiol 2015; 84:2470-6. [PMID: 26481480 DOI: 10.1016/j.ejrad.2015.09.023] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2015] [Revised: 09/01/2015] [Accepted: 09/27/2015] [Indexed: 01/26/2023]
Abstract
OBJECTIVE To investigate the value of dual-energy MDCT in spectral imaging in the differential diagnosis of chronic mass-forming chronic pancreatitis (CMFP) and pancreatic ductal adenocarcinoma (PDAC) during the arterial phase (AP) and the pancreatic parenchymal phase (PP). MATERIALS AND METHODS Thirty five consecutive patients with CMFP (n=15) or PDAC (n=20) underwent dual-energy MDCT in spectral imaging during AP and PP. Iodine concentrations were derived from iodine-based material-decomposition CT images and normalized to the iodine concentration in the aorta. The difference in iodine concentration between the AP and PP, contrast-to-noise ratio (CNR) and the slope K of the spectrum curve were calculated. RESULTS Normalized iodine concentrations (NICs) in patients with CMFP differed significantly from those in patients with PDAC during two double phases (mean NIC, 0.26±0.04 mg/mL vs. 0.53±0.02 mg/mL, p=0.0001; 0.07±0.02 mg/mL vs. 0.28±0.04 mg/mL, p=0.0002, respectively). There were significant differences in the value of the slope K of the spectrum curve in two groups during AP and PP (K(CMFP)=3.27±0.70 vs. K(PDAC)=1.35±0.41, P=0.001, and K(CMFP)=3.70±0.17 vs. K(PDAC)=2.16±0.70, p=0.003, respectively). CNRs at low energy levels (40-70 keV) were higher than those at high energy levels (80-40 keV). CONCLUSION Individual patient CNR-optimized energy level images and the NIC can be used to improve the sensitivity and the specificity for differentiating CMFP from PDAC by use of dual-energy MDCT in spectral imaging with fast tube voltage switching.
Collapse
|
26
|
Tang H, Singh S, Partyka K, Kletter D, Hsueh P, Yadav J, Ensink E, Bern M, Hostetter G, Hartman D, Huang Y, Brand RE, Haab BB. Glycan motif profiling reveals plasma sialyl-lewis x elevations in pancreatic cancers that are negative for sialyl-lewis A. Mol Cell Proteomics 2015; 14:1323-33. [PMID: 25733690 DOI: 10.1074/mcp.m114.047837] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2014] [Indexed: 12/24/2022] Open
Abstract
The sialyl-Lewis A (sLeA) glycan forms the basis of the CA19-9 assay and is the current best biomarker for pancreatic cancer, but because it is not elevated in ∼25% of pancreatic cancers, it is not useful for early diagnosis. We hypothesized that sLeA-low tumors secrete glycans that are related to sLeA but not detectable by CA19-9 antibodies. We used a method called motif profiling to predict that a structural isomer of sLeA called sialyl-Lewis X (sLeX) is elevated in the plasma of some sLeA-low cancers. We corroborated this prediction in a set of 48 plasma samples and in a blinded set of 200 samples. An antibody sandwich assay formed by the capture and detection of sLeX was elevated in 13 of 69 cancers that were not elevated in sLeA, and a novel hybrid assay of sLeA capture and sLeX detected 24 of 69 sLeA-low cancers. A two-marker panel based on combined sLeA and sLeX detection differentiated 109 pancreatic cancers from 91 benign pancreatic diseases with 79% accuracy (74% sensitivity and 78% specificity), significantly better than sLeA alone, which yielded 68% accuracy (65% sensitivity and 71% specificity). Furthermore, sLeX staining was evident in tumors that do not elevate plasma sLeA, including those with poorly differentiated ductal adenocarcinoma. Thus, glycan-based biomarkers could characterize distinct subgroups of patients. In addition, the combined use of sLeA and sLeX, or related glycans, could lead to a biomarker panel that is useful in the clinical diagnosis of pancreatic cancer. Précis: This paper shows that a structural isomer of the current best biomarker for pancreatic cancer, CA19-9, is elevated in the plasma of patients who are low in CA19-9, potentially enabling more comprehensive detection and classification of pancreatic cancers.
Collapse
Affiliation(s)
| | | | | | | | - Peter Hsueh
- §Van Andel Research Institute, Grand Rapids, MI
| | | | | | | | | | | | - Ying Huang
- **University of Pittsburgh School of Medicine, Pittsburgh, PA
| | | | - Brian B Haab
- §Van Andel Research Institute, Grand Rapids, MI;
| |
Collapse
|
27
|
Irregular narrowing of the main pancreatic duct in association with a wall thickening is a key sign at endoscopic ultrasonography for the diagnosis of autoimmune pancreatitis. Pancreas 2015; 44:211-5. [PMID: 25394223 DOI: 10.1097/mpa.0000000000000242] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES The aim of this study was to assess the accuracy of key signs identified at endoscopic ultrasonography in diagnosing an autoimmune pancreatitis (AIP). METHODS Between January 2007 and December 2011, a retrospective case-control study was conducted in 177 patients with AIP (n = 30), pancreatic adenocarcinoma (n = 42), pancreatic neuroendocrine tumor (n = 21), alcoholic chronic pancreatitis (n = 32), and symptomatic common bile duct stones (n = 52). RESULTS An irregular narrowing of the main pancreatic duct in association with a wall thickening was seen in 28 of 30 AIP, 1 of 42 pancreatic adenocarcinoma, 0 of 21 pancreatic neuroendocrine tumor, 0 of 32 alcoholic chronic pancreatitis, and 0 of 52 common bile duct stones (P < 0.05). Sensitivity, specificity, positive and negative predictive values, and overall diagnostic accuracy of this sign for the diagnosis of AIP were 93%, 99.3%, 96.3%, 98.6%, and 98.3%, respectively. In type 1 AIP, hyperechoic parietal thickening was more frequent (92.3% vs 33.3%, P < 0.05). In type 2 AIP, hypoechoic parietal thickening was more frequent (83.3% vs 23.1%, P < 0.05). CONCLUSIONS An irregular narrowing of the main pancreatic duct in association with a wall thickening seen at endoscopic ultrasonography is accurate in diagnosing AIP. The type of echogenicity of the thickening is well correlated with the type of AIP.
Collapse
|
28
|
Yarandi SS, Runge T, Wang L, Liu Z, Jiang Y, Chawla S, Woods KE, Keilin S, Willingham FF, Xu H, Cai Q. Increased Incidence of Benign Pancreatic Pathology following Pancreaticoduodenectomy for Presumed Malignancy over 10 Years despite Increased Use of Endoscopic Ultrasound. DIAGNOSTIC AND THERAPEUTIC ENDOSCOPY 2014; 2014:701535. [PMID: 25002810 PMCID: PMC4068051 DOI: 10.1155/2014/701535] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Accepted: 04/13/2014] [Indexed: 12/14/2022]
Abstract
Despite using imaging studies, tissue sampling, and serologic tests about 5-10% of surgeries done for presumed pancreatic malignancies will have benign findings on final pathology. Endoscopic ultrasound (EUS) is used with increasing frequency to study pancreatic masses. The aim of this study is to examine the effect of EUS on prevalence of benign diseases undergoing Whipple over the last decade. Patients who underwent Whipple procedure for presumed malignancy at Emory University Hospital from 1998 to 2011 were selected. Demographic data, history of smoking and drinking, history of diabetes and pancreatitis, imaging data, pathology reports, and tumor markers were extracted. 878 patients were found. 95 (10.82%) patients had benign disease. Prevalence of benign finding had increased over the recent years despite using more EUS. Logistic regression models showed that abdominal pain (OR: 5.829, 95% CI 2.681-12.674, P ≤ 0.001) and alcohol abuse (OR: 3.221, CI 95%: 1.362-7.261, P: 0.002) were predictors of benign diseases. Jaundice (OR: 0.221, 95% CI: 0.084-0.58, P: 0.002), mass (OR: 0.145, 95% CI: 0.043-0.485, P: 0.008), and ductal dilation (OR: 0.297, 95% CI 0.134-0.657, P: 0.003) were associated with malignancy. Use of imaging studies, ERCP, and EUS has not decreased the percentage of benign findings after surgery for presumed pancreatic malignancy.
Collapse
Affiliation(s)
- Shadi S. Yarandi
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Thomas Runge
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Lei Wang
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Zhijian Liu
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Yueping Jiang
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Saurabh Chawla
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Kevin E. Woods
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Steven Keilin
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Field F. Willingham
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Hong Xu
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| | - Qiang Cai
- Division of Digestive Diseases, Emory University School of Medicine, 1365 Clifton Road, B1262, Atlanta, GA 30322, USA
| |
Collapse
|
29
|
Gerritsen A, Molenaar IQ, Bollen TL, Nio CY, Dijkgraaf MG, van Santvoort HC, Offerhaus GJ, Brosens LA, Biermann K, Sieders E, de Jong KP, van Dam RM, van der Harst E, van Goor H, van Ramshorst B, Bonsing BA, de Hingh IH, Gerhards MF, van Eijck CH, Gouma DJ, Borel Rinkes IHM, Busch ORC, Besselink MG. Preoperative characteristics of patients with presumed pancreatic cancer but ultimately benign disease: a multicenter series of 344 pancreatoduodenectomies. Ann Surg Oncol 2014; 21:3999-4006. [PMID: 24871781 DOI: 10.1245/s10434-014-3810-7] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Indexed: 01/08/2023]
Abstract
BACKGROUND Preoperative differentiation between malignant and benign pancreatic tumors can be difficult. Consequently, a proportion of patients undergoing pancreatoduodenectomy for suspected malignancy will ultimately have benign disease. The aim of this study was to compare preoperative clinical and diagnostic characteristics of patients with unexpected benign disease after pancreatoduodenectomy with those of patients with confirmed (pre)malignant disease. METHODS We performed a multicenter retrospective cohort study in 1,629 consecutive patients undergoing pancreatoduodenectomy for suspected malignancy between 2003 and 2010 in 11 Dutch centers. Preoperative characteristics were compared in a benign:malignant ratio of 1:3. Malignant cases were selected from the entire cohort by using a random number list. A multivariable logistic regression prediction model was constructed to predict benign disease. RESULTS Of 107 patients (6.6 %) with unexpected benign disease after pancreatoduodenectomy, 86 fulfilled the inclusion criteria and were compared with 258 patients with (pre)malignant disease. Patients with benign disease presented more often with pain (56 vs. 38 %; P = 0.004), but less frequently with jaundice (60 vs. 80 %; P < 0.01), a pancreatic mass (13 vs. 54 %, P < 0.001), or a double duct sign on computed tomography (21 vs. 47 %; P < 0.001). In a prediction model using these parameters, only 19 % of patients with benign disease were correctly predicted, and 1.4 % of patients with malignant disease were missed. CONCLUSIONS Nearly 7 % of patients undergoing pancreatoduodenectomy for suspected malignancy were ultimately diagnosed with benign disease. Although some preoperative clinical and imaging characteristics might indicate absence of malignancy, their discriminatory value is insufficient for clinical use.
Collapse
Affiliation(s)
- Arja Gerritsen
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Limited efficacy of (18)F-FDG PET/CT for differentiation between metastasis-free pancreatic cancer and mass-forming pancreatitis. Clin Nucl Med 2013; 38:417-21. [PMID: 23486318 DOI: 10.1097/rlu.0b013e3182817d9d] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Differentiation between metastasis-free pancreatic cancer and mass-forming pancreatitis is important to avoid unnecessary operative procedures. This study was aimed at evaluating the efficacy of PET/CT with F-FDG (FDG PET/CT) for the differential diagnosis between them. PATIENTS AND METHODS FDG-PET/CT was performed in 47 study patients with pancreatic masses and without any detectable metastases, 33 of which cases were finally diagnosed as pancreatic cancer and the other 14 as pancreatitis, and the corresponding imaging data were evaluated retrospectively. The maximal SUV (SUVmax) within the masses were determined at 1 hour and mostly at 2 hours after intravenous injection of FDG. RESULTS SUVmax at 1 hour in pancreatic cancer was significantly higher than that in mass-forming pancreatitis, and the change in SUVmax from 1- to 2-hour time points was more consistent with pancreatic cancer than with mass-forming pancreatitis. However, there remained considerable overlapping between the SUVmax values of both diseases except either at the higher range for pancreatic cancer (> 7.7 at 1 hour or > 9.98 at 2 hours) or at the lower range for mass-forming pancreatitis (<3.37 at 1 hour or <3.53 at 2 hours). No obvious difference was found in the FDG uptake patterns of the mass areas between both diseases. CONCLUSIONS Differentiation between metastasis-free pancreatic cancer and mass-forming pancreatitis is difficult by FDG-PET/CT due to considerable overlapping between the SUVmax values of the two diseases, although the differential diagnosis may be possible either at the higher range of SUVmax (> 7.7 at 1 hour or > 9.98 at 2 hours) for pancreatic cancer or at the lower range of SUVmax (<3.37 at 1 hour or <3.53 at 2 hours) for mass-forming pancreatitis.
Collapse
|
31
|
Dietrich CF, Jenssen C. Endoscopic ultrasound-guided sampling in gastroenterology: European society of gastrointestinal endoscopy technical guidelines. Endosc Ultrasound 2013; 2:117-122. [PMID: 24949378 PMCID: PMC4062259 DOI: 10.7178/eus.06.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2013] [Accepted: 07/10/2013] [Indexed: 02/06/2023] Open
Abstract
At present, the European Society of Gastrointestinal Endoscopy (ESGE) guidelines on endoscopic ultrasound-guided sampling are almost complete and express state of the art developments. However, future developments are anticipated. This editorial focuses on a few recently published papers with some additional information and on two important additional techniques, elastography and contrast enhanced ultrasound (CEUS), which are mentioned, but not explained in detail in the current ESGE guidelines. Elastography and CEUS might be of importance in the near future to improve the biopsy techniques.
Collapse
Affiliation(s)
| | - C. Jenssen
- Klinik für Innere Medizin, Krankenhaus Märkisch Oderland Strausberg/Wriezen, Germany
| |
Collapse
|
32
|
Matsumoto I, Shirakawa S, Shinzeki M, Asari S, Goto T, Ajiki T, Fukumoto T, Kitajima K, Ku Y. 18-Fluorodeoxyglucose positron emission tomography does not aid in diagnosis of pancreatic ductal adenocarcinoma. Clin Gastroenterol Hepatol 2013; 11:712-8. [PMID: 23353642 DOI: 10.1016/j.cgh.2012.12.033] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2012] [Revised: 12/01/2012] [Accepted: 12/21/2012] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS There are no accurate and reliable tools for diagnosis of early stage pancreatic ductal adenocarcinoma (PDA) or small metastatic lesions. It is also a challenge to differentiate PDA from focal mass-forming pancreatitis (FMP). There is controversy regarding the efficacy of 18-fluorodeoxyglucose positron-emission tomography (FDG-PET) in the diagnosis of PDA. We investigated whether FDG-PET provides information that, combined with data from other imaging techniques, can aid in decision making for patients with suspected PDA. METHODS We performed a retrospective analysis of data collected from 232 consecutive patients with suspected PDA at Kobe University Hospital from January 2006 through June 2012. All patients underwent a diagnostic imaging protocol that included multidetector row computed tomography, superparamagnetic iron oxide-enhanced magnetic resonance imaging, and FDG-PET. Based on endoscopic ultrasonography, fine-needle aspiration biopsy, or endoscopic retrograde cholangiopancreatography analyses, 218 patients had PDA (89 underwent resection and 129 did not) and 14 patients had FMP (8 had focal mass-forming chronic pancreatitis and 6 had focal mass-forming autoimmune pancreatitis). RESULTS FDG-PET detected 50% of stages 0 and I, 91.9% of stage II, 100% of stage III, and 96.8% of stage IV tumors. Detection was affected significantly by tumor size (P = .024) and T stage (P = .023) in resected tumors. Multidetector row computed tomography detected significantly more liver metastases than FDG-PET. Few para-aortic lymph node or peritoneal metastases were detected by FDG-PET. FDG-PET correctly identified 11 of the 14 patients with FMP (5 of 8 with focal mass-forming chronic pancreatitis and 6 of 6 with focal mass-forming autoimmune pancreatitis). CONCLUSIONS FDG-PET is not effective in detecting early stage PDA and small metastases, or in differentiating PDA from FMP. Combining FDG-PET with current diagnostic techniques for PDA did not provide any decisive information, therefore it should not be included in this analysis.
Collapse
Affiliation(s)
- Ippei Matsumoto
- Division of Hepato-Biliary-Pancreatic Surgery, Department of Surgery, Kobe University, Graduate School of Medicine, Kobe, Japan.
| | | | | | | | | | | | | | | | | |
Collapse
|
33
|
Vijayakumar A, Vijayakumar A. Imaging of focal autoimmune pancreatitis and differentiating it from pancreatic cancer. ISRN RADIOLOGY 2013; 2013:569489. [PMID: 24967284 PMCID: PMC4045528 DOI: 10.5402/2013/569489] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 12/24/2012] [Indexed: 12/13/2022]
Abstract
Autoimmune pancreatitis (AIP) is an inflammatory disorder of pancreas. Two types have been identified: the diffuse and the focal or mass forming. Clinical presentation of AIP overlaps that of pancreatic cancer (PC). Sometimes serum IgG4 and CA 19-9 levels are unable to differentiate AIP from PC. Various series have shown that 5%–21% of resected pancreatic masses for suspected malignancy turned out to be AIP. Accurate diagnosis of focal AIP can avoid unnecessary surgeries. This paper elaborates the various imaging modalities useful in differentiating focal AIP from PC.
Collapse
Affiliation(s)
- Abhishek Vijayakumar
- Department of General Surgery, Victoria Hospital, Bangalore Medical College and Research Institute, 128 Vijay Doctors Colony, Konanakunte, Bangalore, Karnataka 560062, India
| | - Avinash Vijayakumar
- Department of Radiology, Banaras Hindu University, Varanasi, Uttar Pradesh 221005, India
| |
Collapse
|
34
|
Davis VW, Schiller DE, Eurich D, Bathe OF, Sawyer MB. Pancreatic ductal adenocarcinoma is associated with a distinct urinary metabolomic signature. Ann Surg Oncol 2012; 20 Suppl 3:S415-23. [PMID: 23096698 DOI: 10.1245/s10434-012-2686-7] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Indexed: 12/27/2022]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy with poor prognosis in part due to the lack of early detection and screening methods. Metabolomics provides a means for noninvasive screening of tumor-associated perturbations in cellular metabolism. METHODS Urine samples of PDAC patients (n = 32), healthy age and gender-matched controls (n = 32), and patients with benign pancreatic conditions (n = 25) were examined using (1)H-NMR spectroscopy. Targeted profiling of spectra permitted quantification of 66 metabolites. Unsupervised (principal component analysis, PCA) and supervised (orthogonal partial-least squares discriminant analysis, OPLS-DA) multivariate pattern recognition techniques were applied to discriminate between sample spectra using SIMCA-P(+) (version 12, Umetrics, Sweden). RESULTS Clear distinction between PDAC and controls was noted when using OPLS-DA. Significant differences in metabolite concentrations between cancers and controls (p < 0.001) were noted. Model parameters for both goodness of fit, and predictive capability were high (R (2) = 0.85; Q (2) = 0.59, respectively). Internal validation methods were used to confirm model validity. Sensitivity and specificity of the multivariate OPLS-DA model were summarized using a receiver operating characteristics (ROC) curve, with an area under the curve (AUROC) = 0.988, indicating strong predictive power. Preliminary analysis revealed an AUROC = 0.958 for the model of benign pancreatic disease compared with PDAC, and suggest that the cancer-associated metabolomic signature dissipates following RO resection. CONCLUSIONS Urinary metabolomics detected distinct differences in the metabolic profiles of pancreatic cancer compared with healthy controls and benign pancreatic disease. These preliminary results suggest that metabolomic approaches may facilitate discovery of novel pancreatic cancer biomarkers.
Collapse
Affiliation(s)
- Vanessa W Davis
- Department of Surgery, 2D2.01 Walter Mackenzie Health Sciences Center, University of Alberta, Edmonton, AB, Canada,
| | | | | | | | | |
Collapse
|
35
|
Hur BY, Lee JM, Lee JE, Park JY, Kim SJ, Joo I, Shin CI, Baek JH, Kim JH, Han JK, Choi BI. Magnetic resonance imaging findings of the mass-forming type of autoimmune pancreatitis: comparison with pancreatic adenocarcinoma. J Magn Reson Imaging 2012; 36:188-97. [PMID: 22371378 DOI: 10.1002/jmri.23609] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2011] [Accepted: 01/11/2012] [Indexed: 12/13/2022] Open
Abstract
PURPOSE To determine the characteristic magnetic resonance imaging (MRI) features of mass-forming autoimmune pancreatitis (AIP), which allow its differentiation from pancreatic adenocarcinoma (PAC). MATERIALS AND METHODS MR images of 37 patients with either pathologically proven, mass-forming AIPs (n = 9) or PACs (n = 28) were retrospectively reviewed. The pancreatic MR protocol included unenhanced images, contrast-enhanced dynamic images, diffusion-weighted imaging (DWI), and MR-cholangiopancreatography (MRCP). Two reviewers analyzed the MR images regarding the number, location, morphologic features, and enhancement degree and pattern of the lesions as well as secondary changes of the pancreatic parenchyma, the biliary and pancreatic ducts. The size and apparent diffusion coefficient (ADC) values of the lesions were measured. RESULTS Although sensitivities were low (28.6%-44.4%), specificities of multiplicity, capsule-like rim enhancement, and skipped stricture of the biliary or pancreatic duct in mass-forming AIP were high (100%). Sensitivities and specificities of irregular or geographic shape, delayed enhancement, and a low ADC value <1.26 × 10(-3) mm(2) /s in mass-forming AIP were favorable (71.4%-83.3% and 78.5%-89.3%). CONCLUSION Although to differentiate mass-forming AIP from pancreatic cancer is difficult, the combination of MRI findings including contrast-enhanced dynamic images, MRCP, and DWI can be a help.
Collapse
Affiliation(s)
- Bo Yun Hur
- Department of Radiology and Institute of Radiation Medicine, Seoul National University Hospital, Seoul, Korea
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
36
|
Is intraoperative confirmation of malignancy during pancreaticoduodenectomy mandatory? J Gastrointest Surg 2012; 16:370-5. [PMID: 22033700 DOI: 10.1007/s11605-011-1728-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2011] [Accepted: 10/05/2011] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Differentiating between chronic pancreatitis and pancreatic adenocarcinoma can be difficult due to considerable overlap in disease presentation and radiological signs and the frequent co-existence of the two conditions. In this situation, surgeons may have to proceed to "blind" pancreaticoduodenectomy or attempt to confirm malignancy intraoperatively with frozen section (FS) histology. METHODS This study attempted to ascertain the false-negative and false-positive rates of undertaking pancreaticoduodenectomies (PD) based on clinical suspicion (CS) or after intraoperative confirmation of malignancy using FS histology. RESULTS Of patients, 13.6% (nine out of 66) underwent a benign PD in the CS group; 6.7% of patients had a missed malignancy in the FS group (n = 62), but intraoperative histology prevented PD in 35% of patients with benign disease in the FS group. Specificity and sensitivity of intraoperative FS in detecting malignancy was 100% and 89.7%, respectively. Sensitivity of clinical assessment in detecting malignancy was 86.4%. CONCLUSIONS In experienced hands, intraoperative confirmation of malignancy is effective and will avoid resection in patients with benign disease. However, for many surgeons the chance of missing a small tumour with a false-negative biopsy will be unacceptable and they would prefer to undertake a "blind" resection and accept the mortality risk of pancreaticoduodenectomy for benign disease.
Collapse
|
37
|
Frulloni L, Amodio A, Katsotourchi AM, Vantini I. A practical approach to the diagnosis of autoimmune pancreatitis. World J Gastroenterol 2011; 17:2076-9. [PMID: 21547125 PMCID: PMC3084391 DOI: 10.3748/wjg.v17.i16.2076] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2010] [Revised: 01/29/2011] [Accepted: 02/05/2011] [Indexed: 02/06/2023] Open
Abstract
Autoimmune pancreatitis is a disease characterized by specific pathological features, different from those of other forms of pancreatitis, that responds dramatically to steroid therapy. The pancreatic parenchyma may be diffusely or focally involved with the possibility of a low-density mass being present at imaging, mimicking pancreatic cancer. Clinically, the most relevant problems lie in the diagnosis of autoimmune pancreatitis and in distinguishing autoimmune pancreatitis from pancreatic cancer. Since in the presence of a pancreatic mass the probability of tumour is much higher than that of pancreatitis, the physician should be aware that in focal autoimmune pancreatitis the first step before using steroids is to exclude pancreatic adenocarcinoma. In this review, we briefly analyse the strategies to be followed for a correct diagnosis of autoimmune pancreatitis.
Collapse
|
38
|
Kow AWC, Sadayan NA, Ernest A, Wang B, Chan CY, Ho CK, Liau KH. Is pancreaticoduodenectomy justified in elderly patients? Surgeon 2011; 10:128-36. [PMID: 22525414 DOI: 10.1016/j.surge.2011.02.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2010] [Revised: 01/29/2011] [Accepted: 02/25/2011] [Indexed: 12/18/2022]
Abstract
BACKGROUND Although mortality & morbidity for pancreaticoduodenectomy (PD) have improved significantly over the last two decades, the concern for elderly undergoing PD remains. This study examines the outcome of the elderly patients who had pancreaticoduodenectomy in our institution. METHODS A prospective database comprising 69 patients who underwent pancreaticoduodenectomy between 2001 and May 2008 was analyzed. Using WHO definition, elderly patient is defined as age 65 and above in this study. Two groups of patients were compared [Group 1: Age ≤65 & Group 2: Age >65]. RESULTS The mean age of our patients was 62 ± 11 years. There were 37 (54%) patients in Group 1 and 32 (46%) patients in Group 2. There was no statistical difference between the two groups in terms of gender and race. However, there were more patients in the Group 2 with >2 comorbidities (p = 0.03). The median duration of operation was significantly longer in Group 2 (550 min vs 471 min, p = 0.04). Morbidity rate in Group 2 was higher (56% vs. 44%, p = 0.04). There was higher proportion of post-operative pancreatic fistula (POPF) in the elderly group (37.5% vs. 16.7%, p = 0.05). Majority of them are Grade A POPF according to the ISG definition. The median post-operative length-of-stay (LOS) in hospital was 9 days longer in Group 2 (p = 0.01). Mortality rate between the 2 groups of patients was comparable (0% vs. 3%, p = 0.28). CONCLUSION Elderly patients are at increased risk of morbidity in pancreatocoduodenectomy, in particular POPF. However, morbidity and mortality rates are acceptable. It is therefore justified to offer PD to elderly patients who do not have significant cardiopulmonary comorbidities.
Collapse
Affiliation(s)
- A W C Kow
- Department of Surgery, Digestive Disease Centre, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore 304833, Singapore
| | | | | | | | | | | | | |
Collapse
|
39
|
Bathe OF, Shaykhutdinov R, Kopciuk K, Weljie AM, McKay A, Sutherland FR, Dixon E, Dunse N, Sotiropoulos D, Vogel HJ. Feasibility of identifying pancreatic cancer based on serum metabolomics. Cancer Epidemiol Biomarkers Prev 2010; 20:140-7. [PMID: 21098649 DOI: 10.1158/1055-9965.epi-10-0712] [Citation(s) in RCA: 122] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND We postulated that the abundance of various metabolites in blood would facilitate the diagnosis of pancreatic and biliary lesions, which could potentially prevent unnecessary surgery. METHODS Serum samples from patients with benign hepatobiliary disease (n = 43) and from patients with pancreatic cancer (n = 56) were examined by ¹H NMR spectroscopy to quantify 58 unique metabolites. Data were analyzed by "targeted profiling" followed by supervised pattern recognition and orthogonal partial least-squares discriminant analysis (O-PLS-DA) of the most significant metabolites, which enables comparison of the whole sample spectrum between groups. RESULTS The metabolomic profile of patients with pancreatic cancer was significantly different from that of patients with benign disease (AUROC, area under the ROC curve, = 0.8372). Overt diabetes mellitus (DM) was identified as a possible confounding factor in the pancreatic cancer group. Thus, diabetics were excluded from further analysis. In this more homogeneous pancreatic cancer group, compared with benign cases, serum concentrations of glutamate and glucose were most elevated on multivariate analysis. In benign cases, creatine and glutamine were most abundant. To examine the usefulness of this test, a comparison was made to age- and gender-matched controls with benign lesions that mimic cancer, controlling also for presence of jaundice and diabetes (n = 14 per group). The metabolic profile in patients with pancreatic cancer remained distinguishable from patients with benign pancreatic lesions (AUROC = 0.8308). CONCLUSIONS The serum metabolomic profile may be useful for distinguishing benign from malignant pancreatic lesions. IMPACT Further studies will be required to study the effects of jaundice and diabetes. A more comprehensive metabolomic profile will be evaluated using mass spectrometry.
Collapse
Affiliation(s)
- Oliver F Bathe
- Department of Surgery, University of Calgary, Calgary, Alberta, Canada.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Lin J, Jing X. Fine-needle aspiration of intrapancreatic accessory spleen, mimic of pancreatic neoplasms. Arch Pathol Lab Med 2010; 134:1474-8. [PMID: 20923303 DOI: 10.5858/2010-0238-cr.1] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Intrapancreatic accessory spleen (IPAS) is a congenital abnormality, which mimics neoplasm. Distinguishing IPAS from pancreatic neoplasm/malignancy is extremely important from a treatment perspective. We report the case of a 67-year-old asymptomatic man who had a 1.3-cm, incidentally detected, pancreatic tail mass. The mass was round, well-circumscribed, and hypervascular with uniform enhancement. The image findings were highly suggestive of a pancreatic endocrine neoplasm. An endoscopic ultrasound-guided fine-needle aspiration was performed. Conventional smears revealed a polymorphous population of lymphocytes admixed with a subset of other inflammatory cells. Hematoxylin-eosin–stained cell block sections showed conspicuous thin-walled blood vessels in addition to inflammatory cells. Immunostaining for CD8 demonstrated strong positivity in endothelial cells of the thin-walled vessels. By correlating the cytologic findings with the result of immunostaining, we rendered the diagnosis of IPAS. Our experience supports the view that endoscopic ultrasound-guided fine-needle aspiration may enable a reliable, preoperative diagnosis of IPAS and thus prevent unnecessary surgery.
Collapse
Affiliation(s)
- Jingmei Lin
- Department of Pathology, University of Michigan Health System, Ann Arbor, MI 48109, USA.
| | | |
Collapse
|
41
|
Abstract
PURPOSE OF REVIEW To summarize the existing knowledge of autoimmune pancreatitis (AIP) and to review the progress made in the diagnosis and treatment of AIP in the past year. RECENT FINDINGS The term 'AIP' appears to encompass at least two distinct subtypes, type 1 and type 2. Type 1 AIP is the pancreatic manifestation of a systemic fibroinflammatory disease called immunoglobulin G4-associated systemic disease. Type 2 AIP affects younger patients, does not have a gender predilection and is associated with normal serum immunoglobulin G4 levels. Existing criteria are geared toward diagnosis of type 1; type 2 AIP can be definitively diagnosed only on pancreatic histology. Both subtypes respond to corticosteroid therapy. However, there are no standardized protocols for initial treatment or management and prevention of relapses in AIP. A novel antibody for AIP has recently been identified and its performance needs validation from other centers. Newly published strategies for differentiating AIP from pancreatic cancer are available. SUMMARY AIP is a rare disease whose recognition and understanding are evolving. Much needs to be elucidated with regard to its cause, pathogenesis, treatment of relapse and long-term outcomes. A multidisciplinary team, familiar with the disease, is critical in making the correct diagnosis.
Collapse
|
42
|
Manzia TM, Toti L, Lenci I, Attia M, Tariciotti L, Bramhall SR, Buckels JAC, Mirza DF. Benign disease and unexpected histological findings after pancreaticoduodenectomy: the role of endoscopic ultrasound fine needle aspiration. Ann R Coll Surg Engl 2010; 92:295-301. [PMID: 20385044 PMCID: PMC3025206 DOI: 10.1308/003588410x12628812458374] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2009] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION We assessed the incidence and outcome of pancreaticoduodenectomy for patients with a pre-operative benign diagnosis and in patients who had an unexpected diagnosis of benign disease following resection. We have also compared how the introduction of endoscopic ultrasound fine needle aspiration (EUS-FNA) has altered our pre-operative assessment. PATIENTS AND METHODS Between January 1997 and April 2006, 499 patients underwent pancreaticoduodenectomy at the Queen Elizabeth Hospital. Data were collected prospectively. A further 85 patients between 2006 and 2008 had a different diagnostic approach (after imaging these patients have been also studied by EUS-FNA). RESULTS Overall, 78 (15.6%) patients had no malignant disease on final histology. Out of 459 patients who underwent pancreaticoduodenectomy for presumed malignancy, 49 (10.6%) had benign disease (sensitivity, 97%; positive predictive value, 89%). In a further 40 patients with a pre-operative benign diagnosis, we found 11 cases (27%) of malignancy (sensitivity, 37%; negative predictive value, 72%). Following the introduction of EUS-FNA, the sensitivity and specificity of the diagnostic work were 92% and 75%, respectively (positive predictive value, 93%; negative predictive value, 63%). The median follow-up was 35 months (range, 1-116 months). CONCLUSIONS Prior to the introduction of EUS-FNA, a significant number of patients, in whom pancreaticoduodenectomy is carried out for suspected benign disease, turn out to have an underlying malignancy. The use of EUS-FNA has improved the specificity of diagnostic work-up.
Collapse
|
43
|
Hurtuk MG, Shoup M, Oshima K, Yong S, Aranha GV. Pancreaticoduodenectomies in patients without periampullary neoplasms: lesions that masquerade as cancer. Am J Surg 2010; 199:372-6; discussion 376. [DOI: 10.1016/j.amjsurg.2009.09.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2009] [Revised: 09/08/2009] [Accepted: 09/09/2009] [Indexed: 12/24/2022]
|
44
|
Chang WI, Kim BJ, Lee JK, Kang P, Lee KH, Lee KT, Rhee JC, Jang KT, Choi SH, Choi DW, Choi DI, Lim JH. The clinical and radiological characteristics of focal mass-forming autoimmune pancreatitis: comparison with chronic pancreatitis and pancreatic cancer. Pancreas 2009; 38:401-408. [PMID: 18981953 DOI: 10.1097/mpa.0b013e31818d92c0] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES We investigated the clinical and radiological features of focal mass-forming autoimmune pancreatitis (FMF AIP) to help physicians avoid performing unnecessary surgery because of an improper diagnosis. METHODS We evaluated 23 patients with chronic inflammatory pancreatic masses and who underwent pancreatectomy for presumed pancreatic cancer from April 1995 to December 2005. These patients were distinguished into 8 FMF AIP patients and 15 ordinary chronic pancreatitis patients through a histological review, along with considering the immunoglobulin G4 staining. Twenty-six randomly selected pancreatic cancer patients were also evaluated as a control group. RESULTS On the portal venous phase of computed tomography, 6 (85.7%) of 7 FMF AIP patients showed homogeneous enhancement, whereas only 3 chronic pancreatitis patients (25%) and none of the pancreatic cancer patients showed homogeneous enhancement (P < 0.001). None of the FMF AIP patients showed upstream main pancreatic duct dilatation greater than 5 mm or proximal pancreatic atrophy. CONCLUSIONS For patients with a pancreatic mass, if their radiological images show homogeneous enhancement on the portal venous phase, the absence of significant upstream main pancreatic duct dilatation greater than 5 mm, and the absence of proximal pancreatic atrophy, then conducting further evaluations should be considered to avoid performing unnecessary surgery.
Collapse
Affiliation(s)
- Woo Ik Chang
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
45
|
Barone JE. Pancreaticoduodenectomy for presumed pancreatic cancer. Surg Oncol 2008; 17:139-44. [DOI: 10.1016/j.suronc.2007.12.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2007] [Revised: 12/06/2007] [Accepted: 12/23/2007] [Indexed: 10/22/2022]
|
46
|
Garg PK, Arcidiacono PG, Singhal A, Bhatia V, Mathur SR. PANCREATIC TUBERCULOSIS AND ITS DIAGNOSIS BY ENDOSCOPIC ULTRASONOGRAPHY: REPORT OF TWO CASES AND REVIEW OF THE LITERATURE. Dig Endosc 2008; 20:142-145. [DOI: 10.1111/j.1443-1661.2008.00793.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
Mass lesions in the head of the pancreas are generally malignant and it is difficult to diagnose benign lesions preoperatively. We describe two patients with pancreatic tuberculosis, who presented with abdominal pain, jaundice and a pancreatic head mass, mimicking cancer. The correct diagnosis could be made by endoscopic ultrasonography (EUS) and EUS‐guided fine‐needle aspiration (FNA) cytology in both patients, precluding the need for surgery. Both patients responded well to anti‐tuberculosis treatment. We conclude that EUS with guided FNA is a useful modality to diagnose pancreatic tuberculosis.
Collapse
|
47
|
Kajiwara M, Gotohda N, Konishi M, Nakagohri T, Takahashi S, Kojima M, Kinoshita T. Incidence of the focal type of autoimmune pancreatitis in chronic pancreatitis suspected to be pancreatic carcinoma: experience of a single tertiary cancer center. Scand J Gastroenterol 2008; 43:110-6. [PMID: 18158696 DOI: 10.1080/00365520701529238] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE With an increase in autoimmune pancreatitis (AIP) being reported, the focal type of AIP, which shows localized narrowing of the main pancreatic duct and focal swelling of the pancreas, has recently been recognized. Therefore, cases of focal-type AIP subjected to surgical intervention for presumptive malignancy might previously have been diagnosed as mass-forming chronic pancreatitis. The aim of this study was to elucidate the incidence of focal-type AIP in resected chronic pancreatitis at a single tertiary cancer center. The clinical and radiological features of focal-type AIP were also evaluated. MATERIAL AND METHODS We re-evaluated 15 patients who underwent pancreatic resection with a presumed diagnosis of pancreatic ductal adenocarcinoma, and who in the past had been diagnosed pathologically as having chronic pancreatitis. RESULTS Seven of 15 patients showed AIP, and the other 8 patients were diagnosed as having mass-forming chronic pancreatitis not otherwise specified by pathological retrospective examination. In other words, nearly half of the cases of resected chronic pancreatitis that were suspected to be pancreatic carcinoma preoperatively showed focal-type AIP. Regarding the characteristic findings of focal-type AIP, narrowing of the pancreatic duct on endoscopic retrograde pancreatography (ERP) might be diagnostic. CONCLUSIONS Focal-type AIP is not a rare clinical entity and might be buried in previously resected pancreatic specimens that in the past were diagnosed simply as mass-forming pancreatitis.
Collapse
Affiliation(s)
- Masatoshi Kajiwara
- Department of Hepatobiliary Pancreatic Surgery, Research Center for Innovative Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | | | | | | | | | | | | |
Collapse
|
48
|
Varghese TK, Bell RH. Duodenum-preserving head resection for chronic pancreatitis: an institutional experience and national survey of usage. Surgery 2007; 142:588-93; discussion 593.e1-3. [DOI: 10.1016/j.surg.2007.08.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2007] [Revised: 08/08/2007] [Accepted: 08/10/2007] [Indexed: 01/30/2023]
|
49
|
Lachter J, Cooperman JJ, Shiller M, Suissa A, Yassin K, Cohen H, Reshef R. The impact of endoscopic ultrasonography on the management of suspected pancreatic cancer--a comprehensive longitudinal continuous evaluation. Pancreas 2007; 35:130-4. [PMID: 17632318 DOI: 10.1097/mpa.0b013e31805d8f91] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Between 1997 and 2001, a single-center chart review demonstrated significant impact of endoscopic ultrasonography (EUS) in evaluating suspected pancreatic cancer (PCA). Repeating and comparing this review with that from 2001 to 2004 was performed to determine whether increased use of EUS results in more patients being accurately chosen for curative versus palliative procedures, and for surgical versus nonsurgical oncotherapy. METHODS The complete systematic review was made up of electronic files from the gastroenterology, oncology, and pathology departments of patients presenting with suspected PCA. Results were compared with those obtained in 1997-2001. RESULTS From 2001 to 2004, 72 patients had PCA. Seven tumor types were identified. Forty-seven percent (34/72) of patients with suspected PCA were preoperatively staged by EUS; 24% (17/72) of all patients underwent surgery. Comparatively, from 1997 to 2001, only 32% (20/62) of patients were evaluated by EUS (P = 0.056) and 45% (28/62) of all patients underwent surgery (P < 0.01). The EUS detected a tumor in 32 of 34 cases. The EUS-guided fine-needle aspiration cytology identified PCA in 14 of 18 cases. F-18-deoxyglucose-positron emission tomography and magnetic resonance imaging were not used. Endoscopic retrograde cholangiopancreatography was performed in 29% (21/72) of patients, with 15 stents inserted. CONCLUSIONS Increased EUS use for diagnosing and staging PCA resulted in fewer patients undergoing futile surgery. The EUS plays a pivotal role in the management of patients with PCA.
Collapse
Affiliation(s)
- Jesse Lachter
- Department of Gastroenterology, Western Galilee Hospital, Nahariya, Israel.
| | | | | | | | | | | | | |
Collapse
|
50
|
Pancreaticoduodenectomy for suspected malignancy: have advancements in radiographic imaging improved results? Am J Surg 2006; 192:888-93. [PMID: 17161114 DOI: 10.1016/j.amjsurg.2006.08.064] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2006] [Revised: 08/10/2006] [Accepted: 08/10/2006] [Indexed: 01/04/2023]
Abstract
BACKGROUND The purpose of this study was to determine the impact of recent improvements in radiographic imaging in detecting malignant pancreatic disease. METHODS A review of 132 patients undergoing pancreaticoduodenectomy for suspected malignancy from 1998 to 2005 was performed. Since 1998, patients were evaluated with helical computed tomography and since 2002 with multidetection scanners. RESULTS Seventeen patients (12.9%) had nonneoplastic disease. The majority of these patients had chronic fibrosing pancreatitis (11 patients) and sclerosing lymphoplasmacytic pancreatitis (4 patients). The incidence of benign disease in patients undergoing resection from 1998 to 2001 (n = 45) was 8.9% in comparison to 14.9% for patients treated from 2002 to 2005 (n = 87, P = .39). CONCLUSION Advances in imaging modalities made during the study period did not improve our ability to discriminate between benign inflammatory conditions and neoplastic disease. The inability to distinguish benign from neoplastic disease justifies the use of pancreaticoduodenectomy in the appropriate clinical setting.
Collapse
|