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Smeets EMM, Trajkovic-Arsic M, Geijs D, Karakaya S, van Zanten M, Brosens LAA, Feuerecker B, Gotthardt M, Siveke JT, Braren R, Ciompi F, Aarntzen EHJG. Histology-Based Radiomics for [ 18F]FDG PET Identifies Tissue Heterogeneity in Pancreatic Cancer. J Nucl Med 2024; 65:1151-1159. [PMID: 38782455 DOI: 10.2967/jnumed.123.266262] [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: 07/01/2023] [Revised: 04/22/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
Radiomics features can reveal hidden patterns in a tumor but usually lack an underlying biologic rationale. In this work, we aimed to investigate whether there is a correlation between radiomics features extracted from [18F]FDG PET images and histologic expression patterns of a glycolytic marker, monocarboxylate transporter-4 (MCT4), in pancreatic cancer. Methods: A cohort of pancreatic ductal adenocarcinoma patients (n = 29) for whom both tumor cross sections and [18F]FDG PET/CT scans were available was used to develop an [18F]FDG PET radiomics signature. By using immunohistochemistry for MCT4, we computed density maps of MCT4 expression and extracted pathomics features. Cluster analysis identified 2 subgroups with distinct MCT4 expression patterns. From corresponding [18F]FDG PET scans, radiomics features that associate with the predefined MCT4 subgroups were identified. Results: Complex heat map visualization showed that the MCT4-high/heterogeneous subgroup was correlating with a higher MCT4 expression level and local variation. This pattern linked to a specific [18F]FDG PET signature, characterized by a higher SUVmean and SUVmax and second-order radiomics features, correlating with local variation. This MCT4-based [18F]FDG PET signature of 7 radiomics features demonstrated prognostic value in an independent cohort of pancreatic cancer patients (n = 71) and identified patients with worse survival. Conclusion: Our cross-modal pipeline allows the development of PET scan signatures based on immunohistochemical analysis of markers of a particular biologic feature, here demonstrated on pancreatic cancer using intratumoral MCT4 expression levels to select [18F]FDG PET radiomics features. This study demonstrated the potential of radiomics scores to noninvasively capture intratumoral marker heterogeneity and identify a subset of pancreatic ductal adenocarcinoma patients with a poor prognosis.
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Affiliation(s)
- Esther M M Smeets
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marija Trajkovic-Arsic
- German Cancer Consortium, partner site Essen, a partnership between DKFZ and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy and Division of Solid Tumor Translational Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Daan Geijs
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Sinan Karakaya
- German Cancer Consortium, partner site Essen, a partnership between DKFZ and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy and Division of Solid Tumor Translational Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Monica van Zanten
- Department of Pathology, Canisius Wilhelmina Ziekenhuis, Nijmegen, The Netherlands
| | - Lodewijk A A Brosens
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Benedikt Feuerecker
- Department of Nuclear Medicine, School of Medicine, Technical University of Munich, Munich, Germany
- Department of Radiology, School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium, partner site Munich, a partnership between DKFZ and Technical University of Munich, Munich, Germany
- Department of Radiology, Ludwig Maximilians University, Munich, Germany; and
| | - Martin Gotthardt
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jens T Siveke
- German Cancer Consortium, partner site Essen, a partnership between DKFZ and University Hospital Essen, Essen, Germany
- Bridge Institute of Experimental Tumor Therapy and Division of Solid Tumor Translational Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- National Center for Tumor Diseases West, Campus Essen, Essen, Germany
| | - Rickmer Braren
- Department of Radiology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Francesco Ciompi
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Erik H J G Aarntzen
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands;
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Djordjevic V, Knezevic D, Trotovsek B, Tomazic A, Petric M, Hadzialjevic B, Grubor N, Djokic M. Navigating Intraductal Papillary Mucinous Neoplasm Management through Fukuoka Consensus vs. European Evidence-Based Guidelines on Pancreatic Cystic Neoplasms-A Study on Two European Centers. Cancers (Basel) 2024; 16:2156. [PMID: 38893274 PMCID: PMC11171892 DOI: 10.3390/cancers16112156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/08/2024] [Accepted: 05/14/2024] [Indexed: 06/21/2024] Open
Abstract
This study addresses the critical need for the accurate diagnosis and management of intraductal papillary mucinous neoplasms (IPMNs), which are pancreatic cystic neoplasm types holding a substantial potential for malignancy. It evaluates the diagnostic effectiveness of the Fukuoka consensus guidelines and the European evidence-based guidelines in detecting high-grade dysplasia/invasive carcinoma in IPMNs, utilizing a retrospective analysis of 113 patients from two European medical centers. The methods include a comparative analysis of clinical, radiological, and endoscopic ultrasonography data, alongside an assessment of guideline-driven diagnostic performance. The results demonstrate that both guidelines offer similar accuracy in identifying severe disease stages in IPMNs, with certain clinical markers-such as jaundice, solid mass presence, and an increase in CA 19-9 levels-being pivotal in predicting the need for surgical intervention. This study concludes that while both guidelines provide valuable frameworks for IPMN management, there is an inherent need for further research to refine these protocols and improve patient-specific treatment strategies. This research contributes to the ongoing discourse on optimizing diagnostic and treatment paradigms for pancreatic cystic neoplasms, aiming to enhance clinical outcomes and patient care in this challenging medical field.
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Affiliation(s)
- Vladimir Djordjevic
- First Surgical Clinic, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (D.K.); (N.G.)
| | - Djordje Knezevic
- First Surgical Clinic, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (D.K.); (N.G.)
| | - Blaz Trotovsek
- University Medical Center Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia; (B.T.); (A.T.); (M.P.); (B.H.); (M.D.)
| | - Ales Tomazic
- University Medical Center Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia; (B.T.); (A.T.); (M.P.); (B.H.); (M.D.)
| | - Miha Petric
- University Medical Center Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia; (B.T.); (A.T.); (M.P.); (B.H.); (M.D.)
| | - Benjamin Hadzialjevic
- University Medical Center Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia; (B.T.); (A.T.); (M.P.); (B.H.); (M.D.)
| | - Nikica Grubor
- First Surgical Clinic, University Clinical Center of Serbia, 11000 Belgrade, Serbia; (D.K.); (N.G.)
| | - Mihajlo Djokic
- University Medical Center Ljubljana, University of Ljubljana, 1000 Ljubljana, Slovenia; (B.T.); (A.T.); (M.P.); (B.H.); (M.D.)
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3
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Kandathil A, Subramaniam R. Quarter-Century PET/Computed Tomography Transformation of Oncology: Hepatobiliary and Pancreatic Cancer. PET Clin 2024; 19:163-175. [PMID: 38212214 DOI: 10.1016/j.cpet.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
[18F] Fluorodeoxyglucose (18F-FDG) PET/CT can improve the staging accuracy and clinical management of patients with hepatobiliary and pancreatic cancers, by detection of unsuspected metastases. 18F-FDG PET/CT metabolic parameters are valuable in predicting treatment response and survival. Metabolic response on 18F-FDG PET/CT can predict preoperative pathologic response to neoadjuvant therapy in patients with pancreatic cancer and determine prognosis. Several novel non-FDG tracers, such as 68Ga prostate-specific membrane antigen (PSMA) and 68Ga-fibroblast activation protein inhibitor (FAPI) PET/CT, show promise for imaging hepatobiliary and pancreatic cancers with potential for radioligand therapy.
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Affiliation(s)
- Asha Kandathil
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Rathan Subramaniam
- Faculty of Medicine, Nursing, Midwifery and Health Sciences, University of Notre Dame Australia, Sydney, Australia; Department of Radiology, Duke University, Durham, NC, USA; Department of Medicine, University of Otago Medical School, Dunedin, New Zealand
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4
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Yoo J, Lee JM, Joo I, Lee DH, Yoon JH, Yu MH, Jang JY, Lee SH. Post-neoadjuvant treatment pancreatic cancer resectability and outcome prediction using CT, 18F-FDG PET/MRI and CA 19-9. Cancer Imaging 2023; 23:49. [PMID: 37217958 DOI: 10.1186/s40644-023-00565-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 05/01/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND CT prediction of resectability and prognosis following neoadjuvant treatment (NAT) in patients with pancreatic ductal adenocarcinoma (PDAC) remains challenging. This study aims to determine whether addition of 18F-fluorodeoxyglucose (FDG) postiron emission tomography (PET)/MRI and carbohydrate antigen (CA) 19-9 to contrast-enhanced CT (CECT) can improve accuracy of predicting resectability compared to CECT alone and predict prognosis in PDAC patients after NAT. METHODS In this retrospective study, 120 PDAC patients (65 women; mean age, 66.7 years [standard deviation, 8.4]) underwent CECT, PET/MRI, and CA 19-9 examinations after NAT between January 2013 and June 2021. Three board-certified radiologists independently rated the overall resectability on a 5-point scale (score 5, definitely resectable) in three sessions (session 1, CECT; 2, CECT plus PET/MRI─no FDG avidity and no diffusion restriction at tumor-vessel contact indicated modification of CECT scores to ≥ 3; 3, CECT plus PET plus CA 19-9─no FDG avidity at tumor-vessel contact and normalized CA 19-9 indicated modification of CECT scores to ≥ 3). Jackknife free-response receiver operating characteristic method and generalized estimating equations were used to compare pooled area under the curve (AUC), sensitivity, and specificity of three sessions. Predictors for recurrence-free survival (RFS) were assessed using Cox regression analyses. RESULTS Each session showed different pooled AUC (session 1 vs. 2 vs. 3, 0.853 vs. 0.873 vs. 0.874, p = 0.026), sensitivity (66.2% [137/207] vs. 86.0% [178/207] vs. 84.5% [175/207], p < 0.001) and specificity (67.3% [103/153] vs. 58.8% [90/153] vs. 60.1% [92/153], p = 0.048). According to pairwise comparison, specificity of CECT plus PET/MRI was lower than that of CECT alone (adjusted p = 0.042), while there was no significant difference in specificity between CECT alone and CECT plus PET plus CA 19-9 (adjusted p = 0.081). Twenty-eight of 69 patients (40.6%) with R0 resection experienced tumor recurrence (mean follow-up, 18.0 months). FDG avidity at tumor-vessel contact on post-NAT PET (HR = 4.37, p = 0.033) and pathologically confirmed vascular invasion (HR = 5.36, p = 0.004) predicted RFS. CONCLUSION Combination of CECT, PET and CA 19-9 increased area under the curve and sensitivity for determining resectability, compared to CECT alone, without compromising the specificity. Furthermore, 18F-FDG avidity at tumor-vessel contact on post-NAT PET predicted RFS.
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Affiliation(s)
- Jeongin Yoo
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea.
- Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea.
- Department of Radiology, Konkuk University School of Medicine, Seoul, Korea.
| | - Ijin Joo
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
- Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Radiology, Konkuk University School of Medicine, Seoul, Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Hee Yoon
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Mi Hye Yu
- Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Radiology, Konkuk University School of Medicine, Seoul, Korea
| | - Jin-Young Jang
- Department of General Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Hyub Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
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Fiore M, Coppola A, Petrianni GM, Trecca P, D’Ercole G, Cimini P, Ippolito E, Caputo D, Beomonte Zobel B, Coppola R, Ramella S. Advances in pre-treatment evaluation of pancreatic ductal adenocarcinoma: a narrative review. J Gastrointest Oncol 2023; 14:1114-1130. [PMID: 37201095 PMCID: PMC10186502 DOI: 10.21037/jgo-22-1034] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 02/08/2023] [Indexed: 11/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Despite advances in the multidisciplinary management of pancreatic cancer, overall prognosis remains poor, due to early progression of the disease. There is a need to also take action in staging, to make it increasingly accurate and complete, to define the setting of the therapeutic strategy. This review was planned to update the current status of pre-treatment evaluation for pancreatic cancer. METHODS We conducted an extensive review, including relevant articles dealing with traditional imaging, functional imaging and minimally invasive surgical procedures before treatment for pancreatic cancer. We searched articles written in English only. Data in the PubMed database, published in the period between January 2000 and January 2022, were retrieved. Prospective observational studies, retrospective analyses and meta-analyses were reviewed and analysed. KEY CONTENT AND FINDINGS Each imaging modality (endoscopic ultrasonography, endoscopic retrograde cholangiopancreatography, computed tomography, positron emission tomography/computed tomography, staging laparoscopy) has its own diagnostic advantages and limitations. The sensitivity, specificity and accuracy for each image set are reported. Data that support the increasing role of neoadjuvant therapy (radiotherapy and chemotherapy) and the meaning of a patient-tailored treatment selection, based on tumour staging, are also discussed. CONCLUSIONS A multimodal pre-treatment workup should be searched as it improves staging accuracy, orienting patients with resectable tumors towards surgery, optimizing patient selection with locally advanced tumors to neoadjuvant or definite therapy and avoiding surgical resection or curative radiotherapy in those with metastatic disease.
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Affiliation(s)
- Michele Fiore
- Research Unit of Radiation Oncology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
- Operative Research Unit of Radiation Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | | | - Gian Marco Petrianni
- Operative Research Unit of Radiation Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Pasquale Trecca
- Operative Research Unit of Radiation Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Gabriele D’Ercole
- Research Unit of Radiation Oncology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Paola Cimini
- Operative Research Unit of Radiology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Edy Ippolito
- Research Unit of Radiation Oncology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
- Operative Research Unit of Radiation Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Damiano Caputo
- Department of Surgery and Research Unit of General Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
- Operative Research Unit of General Surgery Unit Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Bruno Beomonte Zobel
- Operative Research Unit of Radiology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Research Unit of Radiology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Roberto Coppola
- Department of Surgery and Research Unit of General Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
- Operative Research Unit of General Surgery Unit Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Sara Ramella
- Research Unit of Radiation Oncology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
- Operative Research Unit of Radiation Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
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Clinical Implications of FDG-PET in Pancreatic Ductal Adenocarcinoma Patients Treated with Neoadjuvant Therapy. J Gastrointest Surg 2023; 27:337-346. [PMID: 36652179 DOI: 10.1007/s11605-023-05591-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 01/07/2023] [Indexed: 01/19/2023]
Abstract
PURPOSE To evaluate the clinical significance of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in patients with pancreatic ductal adenocarcinoma who underwent neoadjuvant therapy. METHODS Among 285 consecutive patients who underwent pancreatic resection for pancreatic ductal adenocarcinoma between 2015 and 2021, 86 who underwent preoperative 18F-fluorodeoxyglucose positron emission tomography/computed tomography after completion of neoadjuvant treatment were reviewed. Among preoperative factors, including post-treatment maximum standardized uptake value, predictors of early recurrence and poor prognosis were identified using multivariate analysis for decision making in surgery. RESULTS Nineteen (22%) patients with pancreatic ductal adenocarcinoma demonstrated high maximum standardized uptake (≥ 4.5). High post-treatment maximum standardized uptake (≥ 4.5) predicted early recurrence within 6 months after surgery and correlated with shorter recurrence-free survival. Elevated post-treatment CA19-9 level (> 37 U/ml) and maximum standardized uptake ≥ 4.5 were independent prognostic factors. Post-treatment, a high maximum standardized uptake value indicated a poorer prognosis than a low maximum standardized uptake value in both patients with elevated CA19-9 and normal CA19-9 levels. The median overall survival in patients with elevated post-treatment CA19-9 and high maximum standardized uptake was only 17 months; 67% experienced early recurrence. Dynamic changes in maximum standardized uptake during neoadjuvant therapy were correlated with pathological response to neoadjuvant therapy, but not with radiological response or change in CA19-9 level. CONCLUSIONS Post-treatment assessment using maximum standardized uptake value is useful for stratifying patients with pancreatic ductal adenocarcinoma who will benefit from surgery. Instead of subsequent curative resection, additional neoadjuvant therapy should be considered in patients with a persistently high maximum standardized uptake value.
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Recent Advances in Pancreatic Neoplasms. J Clin Med 2021; 10:jcm10204724. [PMID: 34682848 PMCID: PMC8540107 DOI: 10.3390/jcm10204724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 10/08/2021] [Indexed: 02/05/2023] Open
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Djordjevic V, Grubor N, Kovac JD, Micev M, Milic N, Knezevic D, Gregoric P, Lausevic Z, Kerkez M, Knezevic S, Radenkovic D. Comparison of Preoperative Evaluation with the Pathological Report in Intraductal Papillary Mucinous Neoplasms: A Single-Center Experience. J Clin Med 2021; 10:678. [PMID: 33578680 PMCID: PMC7916322 DOI: 10.3390/jcm10040678] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 02/05/2021] [Accepted: 02/07/2021] [Indexed: 12/17/2022] Open
Abstract
The key to the successful management of pancreatic cystic neoplasm (PCN), among which intraductal papillary mucinous neoplasm (IPMN) is the one with the highest risk of advanced neoplasia in resected patients, is a careful combination of clinical, radiological, and histopathological findings. This study aims to perform the comparison of a preoperative evaluation with pathological reports in IPMN and further, to evaluate and compare the diagnostic performance of European evidence-based guidelines on pancreatic cystic neoplasms (EEBGPCN) and Fukuoka Consensus guidelines (FCG). We analyzed 106 consecutive patients diagnosed with different types of PCN, among whom 68 had IPMN diagnosis, at the Clinical Center of Serbia. All the patients diagnosed with IPMNs were stratified concerning the presence of the absolute and relative indications according to EEBGPCN and high-risk stigmata and worrisome features according to FCG. Final histopathology revealed that IPMNs patients were further divided into malignant (50 patients) and benign (18 patients) groups, according to the pathological findings. The preoperative prediction of malignancy according to EEBGPCN criteria was higher than 70% with high sensitivity of at least one absolute or relative indication for resection. The diagnostic performance of FCG was shown as comparable to EEBGPCN. Nevertheless, the value of false-positive rate for surgical resection showed that in some cases, overtreating patients or treating them too early cannot be prevented. A multidisciplinary approach is essential to adequately select patients for the resection considering at the same time both the risks of surgery and malignancy.
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Affiliation(s)
- Vladimir Djordjevic
- Clinic for Digestive Surgery, First Surgical Clinic, Clinical Centre of Serbia, 11000 Belgrade, Serbia; (N.G.); (D.K.); (M.K.); (S.K.); (D.R.)
| | - Nikica Grubor
- Clinic for Digestive Surgery, First Surgical Clinic, Clinical Centre of Serbia, 11000 Belgrade, Serbia; (N.G.); (D.K.); (M.K.); (S.K.); (D.R.)
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
| | - Jelena Djokic Kovac
- Centre for Radiology and Magnetic Resonance Imaging, Clinical Centre of Serbia, 11000 Belgrade, Serbia;
- Department for Radiology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Marjan Micev
- Department of Histopathology, Clinical Centre of Serbia, 11000 Belgrade, Serbia;
| | - Natasa Milic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; or
- Department of Internal Medicine, Division of Nephrology and Hypertension, Mayo Clinic, Rochester, NY 55905, USA
| | - Djordje Knezevic
- Clinic for Digestive Surgery, First Surgical Clinic, Clinical Centre of Serbia, 11000 Belgrade, Serbia; (N.G.); (D.K.); (M.K.); (S.K.); (D.R.)
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
| | - Pavle Gregoric
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
- Centre for Emergency Surgery, Clinical Centre of Serbia, 11000 Belgrade, Serbia
| | - Zeljko Lausevic
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
- Centre for Emergency Surgery, Clinical Centre of Serbia, 11000 Belgrade, Serbia
| | - Mirko Kerkez
- Clinic for Digestive Surgery, First Surgical Clinic, Clinical Centre of Serbia, 11000 Belgrade, Serbia; (N.G.); (D.K.); (M.K.); (S.K.); (D.R.)
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
| | - Srbislav Knezevic
- Clinic for Digestive Surgery, First Surgical Clinic, Clinical Centre of Serbia, 11000 Belgrade, Serbia; (N.G.); (D.K.); (M.K.); (S.K.); (D.R.)
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
| | - Dejan Radenkovic
- Clinic for Digestive Surgery, First Surgical Clinic, Clinical Centre of Serbia, 11000 Belgrade, Serbia; (N.G.); (D.K.); (M.K.); (S.K.); (D.R.)
- Department for Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (P.G.); (Z.L.)
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Arnone A, Laudicella R, Caobelli F, Guglielmo P, Spallino M, Abenavoli E, Martini AL, Filice R, Comis AD, Cuzzocrea M, Linguanti F, Evangelista L, Alongi P. Clinical Impact of 18F-FDG PET/CT in the Diagnostic Workup of Pancreatic Ductal Adenocarcinoma: A Systematic Review. Diagnostics (Basel) 2020; 10:diagnostics10121042. [PMID: 33287195 PMCID: PMC7761738 DOI: 10.3390/diagnostics10121042] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/29/2020] [Accepted: 11/30/2020] [Indexed: 12/13/2022] Open
Abstract
In this review, the performance of fluorodeoxyglucose (FDG)-positron emission tomography (PET)/computed tomography (CT) in the diagnostic workup of pancreatic ductal adenocarcinoma (PDAC) is evaluated. A comprehensive literature search up to September 2020 was performed, selecting studies with the presence of: sample size ≥10 patients and index test (i.e., “FDG” or “18F-FDG” AND “pancreatic adenocarcinoma” or “pancreas cancer” AND “PET” or “positron emission tomography”). The methodological quality was evaluated using the revised quality assessment of diagnostic accuracy studies (QUADAS-2) tool and presented according to the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines. Basic data (authors, year of publication, country and study design), patients’ characteristics (number of enrolled subjects and age), disease phase, type of treatment and grading were retrieved. Forty-six articles met the adopted research criteria. The articles were divided according to the considered clinical context. Namely, besides conventional anatomical imaging, such as computed tomography (CT) and magnetic resonance imaging (MRI), molecular imaging with FDG PET/CT is an important tool in PDAC, for all disease stages. Further prospective studies will be necessary to confirm the cost-effectiveness of such imaging techniques by testing its real potential improvement in the clinical management of PDAC.
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Affiliation(s)
- Annachiara Arnone
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, 50134 Florence, Italy; (E.A.); (A.L.M.); (F.L.)
- Correspondence:
| | - Riccardo Laudicella
- Department of Biomedical and Dental Sciences and of Morpho-Functional Imaging, Nuclear Medicine Unit, University of Messina, 98125 Messina, Italy; (R.L.); (R.F.); (A.D.C.)
| | - Federico Caobelli
- Clinic of Radiology & Nuclear Medicine, University Hospital Basel, University of Basel, 4031 Basel, Switzerland;
| | - Priscilla Guglielmo
- Nuclear Medicine Division, University Hospital of Parma, 43126 Parma, Italy;
| | - Marianna Spallino
- Nuclear Medicine Unit, ASST “Papa Giovanni XXIII”, 24127 Bergamo, Italy;
| | - Elisabetta Abenavoli
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, 50134 Florence, Italy; (E.A.); (A.L.M.); (F.L.)
| | - Anna Lisa Martini
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, 50134 Florence, Italy; (E.A.); (A.L.M.); (F.L.)
| | - Rossella Filice
- Department of Biomedical and Dental Sciences and of Morpho-Functional Imaging, Nuclear Medicine Unit, University of Messina, 98125 Messina, Italy; (R.L.); (R.F.); (A.D.C.)
| | - Alessio Danilo Comis
- Department of Biomedical and Dental Sciences and of Morpho-Functional Imaging, Nuclear Medicine Unit, University of Messina, 98125 Messina, Italy; (R.L.); (R.F.); (A.D.C.)
| | - Marco Cuzzocrea
- Nuclear Medicine, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Flavia Linguanti
- Nuclear Medicine Unit, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, 50134 Florence, Italy; (E.A.); (A.L.M.); (F.L.)
| | - Laura Evangelista
- Nuclear Medicine Unit, Department of Medicine, Padova University Hospital, Via Giustiniani 2, 35128 Padova, Italy;
| | - Pierpaolo Alongi
- Unit of Nuclear Medicine, Fondazione Istituto G.Giglio, 90015 Cefalù, Italy;
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