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Lee J, Lin T, He Y, Wu Y, Qin J. Toward diffusion MRI in the diagnosis and treatment of pancreatic cancer. Med Oncol 2025; 42:222. [PMID: 40434720 DOI: 10.1007/s12032-025-02759-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Accepted: 04/28/2025] [Indexed: 05/29/2025]
Abstract
Pancreatic cancer is a highly aggressive malignancy with rising incidence and mortality rates, often diagnosed at advanced stages. Conventional imaging methods, such as computed tomography (CT) and magnetic resonance imaging (MRI), struggle to assess tumor characteristics and vascular involvement, which are crucial for treatment planning. This paper explores the potential of diffusion magnetic resonance imaging (dMRI) in enhancing pancreatic cancer diagnosis and treatment. Diffusion-based techniques, such as diffusion-weighted imaging (DWI), diffusion tensor imaging (DTI), intravoxel incoherent motion (IVIM), and diffusion kurtosis imaging (DKI), combined with emerging AI‑powered analysis, provide insights into tissue microstructure, allowing for earlier detection and improved evaluation of tumor cellularity. These methods may help assess prognosis and monitor therapy response by tracking diffusion and perfusion metrics. However, challenges remain, such as standardized protocols and robust data analysis pipelines. Ongoing research, including deep learning applications, aims to improve reliability, and dMRI shows promise in providing functional insights and improving patient outcomes. Further clinical validation is necessary to maximize its benefits.
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Affiliation(s)
- Junhao Lee
- School of Mathematics and Statistics, Nanjing University of Science and Technology, Nanjing, China
| | - Tingting Lin
- Department of Medical and Radiation Oncology, Affiliated Sanming First Hospital of Fujian Medical University, Sanming, China.
| | - Yifei He
- School of Computer Science and Technology, Nanjing University of Science and Technology, Nanjing, China
| | - Ye Wu
- School of Computer Science and Technology, Nanjing University of Science and Technology, Nanjing, China
| | - Jiaolong Qin
- School of Computer Science and Technology, Nanjing University of Science and Technology, Nanjing, China.
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Ansari D, Søreide K, Andersson B, Hansen CP, Seppänen H, Sparrelid E, Labori KJ, Kirkegård J, Kauhanen S, Månsson C, Nymo LS, Nortunen M, Björnsson B, Kivivuori A, Tingstedt B, Bratlie SO, Waardal K, Laukkarinen J, Halimi A, Lindberg H, Olin H, Andersson R. Surveillance after surgery for pancreatic cancer: a global scoping review of guidelines and a nordic Survey of contemporary practice. Scand J Gastroenterol 2024; 59:1097-1104. [PMID: 38994854 DOI: 10.1080/00365521.2024.2378948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/24/2024] [Accepted: 07/06/2024] [Indexed: 07/13/2024]
Abstract
OBJECTIVES Most patients with pancreatic cancer who have undergone surgical resection eventually develop disease recurrence. This study aimed to investigate whether there is evidence to support routine surveillance after pancreatic cancer surgery, with a secondary aim of analyzing the implementation of surveillance strategies in the Nordic countries. MATERIALS AND METHODS A scoping review was conducted to identify clinical practice guidelines globally and research studies relating to surveillance after pancreatic cancer resection. This was followed by a survey among 20 pancreatic units from four Nordic countries to assess their current practice of follow-up for operated patients. RESULTS Altogether 16 clinical practice guidelines and 17 research studies were included. The guidelines provided inconsistent recommendations regarding postoperative surveillance of pancreatic cancer. The clinical research data were mainly based on retrospective cohort studies with low level of evidence and lead-time bias was not addressed. Active surveillance was recommended in Sweden and Denmark, but not in Norway beyond the post-operative/adjuvant period. Finland had no national recommendations for surveillance. The Nordic survey revealed a wide variation in reported practice among the different units. About 75% (15 of 20 units) performed routine postoperative surveillance. Routine CA 19-9 testing was used by 80% and routine CT by 67% as part of surveillance. About 73% of centers continued follow-up until 5 years postoperatively. CONCLUSION Evidence for routine long-term (i.e. 5 years) surveillance after pancreatic cancer surgery remains limited. Most pancreatic units in the Nordic countries conduct regular follow-up, but protocols vary.
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Affiliation(s)
- Daniel Ansari
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Kjetil Søreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Bodil Andersson
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | | | - Hanna Seppänen
- Department of Gastrointestinal Surgery, Meilahti Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Ernesto Sparrelid
- Division of Surgery, Department of Clinical Science, Intervention and Technology, Karolinska Institutet at Karolinska University Hospital, Stockholm, Sweden
| | - Knut Jørgen Labori
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Jakob Kirkegård
- Department of Surgery, HPB Section, Aarhus University Hospital, Aarhus, Denmark
| | - Saila Kauhanen
- Division of Digestive Surgery and Urology, Turku University Hospital, Turku, Finland
| | | | - Linn Såve Nymo
- Department of Gastrointestinal Surgery, University Hospital of North Norway, Tromsø, Norway
| | - Minna Nortunen
- Department of Surgery, Oulu University Hospital and Medical Research Center Oulu, Oulu, Finland
| | - Bergthor Björnsson
- Department of Surgery in Linköping and Department of Biomedicine and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Antti Kivivuori
- Department of Surgery, Kuopio University Hospital, Kuopio, Finland
| | - Bobby Tingstedt
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Svein-Olav Bratlie
- Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Kim Waardal
- Department of Acute and Digestive Surgery, Haukeland University Hospital, Bergen, Norway
| | - Johanna Laukkarinen
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, Finland
| | - Asif Halimi
- Department of Diagnostics and Intervention, Surgery, Umeå University, Umeå, Sweden
| | - Hannes Lindberg
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Håkan Olin
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Roland Andersson
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
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Baniasadi A, Das JP, Prendergast CM, Beizavi Z, Ma HY, Jaber MY, Capaccione KM. Imaging at the nexus: how state of the art imaging techniques can enhance our understanding of cancer and fibrosis. J Transl Med 2024; 22:567. [PMID: 38872212 PMCID: PMC11177383 DOI: 10.1186/s12967-024-05379-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 06/06/2024] [Indexed: 06/15/2024] Open
Abstract
Both cancer and fibrosis are diseases involving dysregulation of cell signaling pathways resulting in an altered cellular microenvironment which ultimately leads to progression of the condition. The two disease entities share common molecular pathophysiology and recent research has illuminated the how each promotes the other. Multiple imaging techniques have been developed to aid in the early and accurate diagnosis of each disease, and given the commonalities between the pathophysiology of the conditions, advances in imaging one disease have opened new avenues to study the other. Here, we detail the most up-to-date advances in imaging techniques for each disease and how they have crossed over to improve detection and monitoring of the other. We explore techniques in positron emission tomography (PET), magnetic resonance imaging (MRI), second generation harmonic Imaging (SGHI), ultrasound (US), radiomics, and artificial intelligence (AI). A new diagnostic imaging tool in PET/computed tomography (CT) is the use of radiolabeled fibroblast activation protein inhibitor (FAPI). SGHI uses high-frequency sound waves to penetrate deeper into the tissue, providing a more detailed view of the tumor microenvironment. Artificial intelligence with the aid of advanced deep learning (DL) algorithms has been highly effective in training computer systems to diagnose and classify neoplastic lesions in multiple organs. Ultimately, advancing imaging techniques in cancer and fibrosis can lead to significantly more timely and accurate diagnoses of both diseases resulting in better patient outcomes.
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Affiliation(s)
- Alireza Baniasadi
- Department of Radiology, Columbia University Irving Medical Center, 622 W 168Th Street, New York, NY, 10032, USA.
| | - Jeeban P Das
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Conor M Prendergast
- Department of Radiology, Columbia University Irving Medical Center, 622 W 168Th Street, New York, NY, 10032, USA
| | - Zahra Beizavi
- Department of Radiology, Columbia University Irving Medical Center, 622 W 168Th Street, New York, NY, 10032, USA
| | - Hong Y Ma
- Department of Radiology, Columbia University Irving Medical Center, 622 W 168Th Street, New York, NY, 10032, USA
| | | | - Kathleen M Capaccione
- Department of Radiology, Columbia University Irving Medical Center, 622 W 168Th Street, New York, NY, 10032, USA
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Florentin LM, Dulcich G, López Grove R, Paladini JI, Spina JC. Imaging assessment after pancreaticoduodenectomy: reconstruction techniques-normal findings and complications. Insights Imaging 2022; 13:170. [PMID: 36264369 PMCID: PMC9584030 DOI: 10.1186/s13244-022-01306-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 09/24/2022] [Indexed: 11/10/2022] Open
Abstract
Pancreaticoduodenectomy represents a major surgery for tumors located at the pancreatic head and the ampullary/periampullary region. This complex procedure is associated with a high morbidity rate. Many surgical techniques have been proposed in order to reduce mortality rates, although post-procedure complications represent a current problem. Different imaging findings and complications may appear depending on the surgical technique used. Hence, radiologists should be familiarized with them to distinguish normal findings from real complications. The most challenging scenarios are represented by abdominal fluid collections, and tumor recurrence, that may frequently mimic normal postsurgical changes.
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Affiliation(s)
| | - Gonzalo Dulcich
- Department of Radiology, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Roy López Grove
- Department of Radiology, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - José Ignacio Paladini
- Department of General Surgery, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Juan Carlos Spina
- Department of Radiology, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
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