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Barat M, Pellat A, Hoeffel C, Dohan A, Coriat R, Fishman EK, Nougaret S, Chu L, Soyer P. CT and MRI of abdominal cancers: current trends and perspectives in the era of radiomics and artificial intelligence. Jpn J Radiol 2024; 42:246-260. [PMID: 37926780 DOI: 10.1007/s11604-023-01504-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 10/12/2023] [Indexed: 11/07/2023]
Abstract
Abdominal cancers continue to pose daily challenges to clinicians, radiologists and researchers. These challenges are faced at each stage of abdominal cancer management, including early detection, accurate characterization, precise assessment of tumor spread, preoperative planning when surgery is anticipated, prediction of tumor aggressiveness, response to therapy, and detection of recurrence. Technical advances in medical imaging, often in combination with imaging biomarkers, show great promise in addressing such challenges. Information extracted from imaging datasets owing to the application of radiomics can be used to further improve the diagnostic capabilities of imaging. However, the analysis of the huge amount of data provided by these advances is a difficult task in daily practice. Artificial intelligence has the potential to help radiologists in all these challenges. Notably, the applications of AI in the field of abdominal cancers are expanding and now include diverse approaches for cancer detection, diagnosis and classification, genomics and detection of genetic alterations, analysis of tumor microenvironment, identification of predictive biomarkers and follow-up. However, AI currently has some limitations that need further refinement for implementation in the clinical setting. This review article sums up recent advances in imaging of abdominal cancers in the field of image/data acquisition, tumor detection, tumor characterization, prognosis, and treatment response evaluation.
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Affiliation(s)
- Maxime Barat
- Department of Radiology, Hôpital Cochin, Assistance Publique-Hopitaux de Paris, 75014, Paris, France
- Faculté de Médecine, Université Paris Cité, 75006, Paris, France
| | - Anna Pellat
- Faculté de Médecine, Université Paris Cité, 75006, Paris, France
- Department of Gastroenterology and Digestive Oncology, Hôpital Cochin, Assistance Publique-Hopitaux de Paris, 75014, Paris, France
| | - Christine Hoeffel
- Department of Radiology, Hopital Robert Debré, CHU Reims, Université Champagne-Ardennes, 51092, Reims, France
| | - Anthony Dohan
- Department of Radiology, Hôpital Cochin, Assistance Publique-Hopitaux de Paris, 75014, Paris, France
- Faculté de Médecine, Université Paris Cité, 75006, Paris, France
| | - Romain Coriat
- Faculté de Médecine, Université Paris Cité, 75006, Paris, France
- Department of Gastroenterology and Digestive Oncology, Hôpital Cochin, Assistance Publique-Hopitaux de Paris, 75014, Paris, France
| | - Elliot K Fishman
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA
| | - Stéphanie Nougaret
- Department of Radiology, Montpellier Cancer Institute, 34000, Montpellier, France
- PINKCC Lab, IRCM, U1194, 34000, Montpellier, France
| | - Linda Chu
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA
| | - Philippe Soyer
- Department of Radiology, Hôpital Cochin, Assistance Publique-Hopitaux de Paris, 75014, Paris, France.
- Faculté de Médecine, Université Paris Cité, 75006, Paris, France.
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2
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Sharma R, Earla B, Baidoo KE, Zeiger MA, Madigan JP, Escorcia FE, Sadowski SM. Upregulation of Somatostatin Receptor Type 2 Improves 177Lu-DOTATATE Therapy in Receptor-Deficient Pancreatic Neuroendocrine Tumor Model. Mol Cancer Ther 2023; 22:1052-1062. [PMID: 37487000 PMCID: PMC10477832 DOI: 10.1158/1535-7163.mct-22-0798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 05/16/2023] [Accepted: 07/19/2023] [Indexed: 07/26/2023]
Abstract
Pancreatic neuroendocrine tumors (PNET) express high levels of somatostatin receptor type 2 (SSTR2), a unique target for both tumor imaging and therapy. This surface expression is lost in metastatic high-grade PNETs, making patients ineligible for SSTR2-targeted 177 Lutetium (Lu)-DOTATATE peptide receptor radionuclide therapy (PRRT), and represents an unmet clinical need. Here, we aimed to restore SSTR2 expression through the reversal of inhibitory epigenetic gene silencing to improve tumor responsiveness to PRRT. We first assessed human SSTR2 promoter methylation and expression levels in 96 patient samples. We then used three NET cell lines (QGP-1, BON-1, GOT-1) with variable SSTR2 expression profiles for functional in vitro studies using histone deacetylase inhibitors (HDACi). Finally, the QGP-1 xenograft mouse model, with low basal SSTR2 expression, was used to assess the therapeutic efficacy of combined HDACi and 177Lu-DOTATATE therapies. We confirm that SSTR expression is decreased and correlates with SSTR2 promoter methylation in patients with high-grade NETs. When exposed to HDACis, SSTR2 surface expression is increased in three NET cell lines in vitro. In an in vivo PNET xenograft model with low basal SSTR2 expression, our studies demonstrate significantly higher tumor uptake of SSTR2-targeted 177Lu-DOTATATE in animals pretreated with HDACis compared with controls. For the first time, we show that this higher tumor uptake results in significant antitumor response when compared with standard PRRT alone. These preclinical results provide a rationale for utilizing HDACi pretreatment to improve targeted radionuclide therapy in patients with SSTR2-negative, metastatic PNETs.
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Affiliation(s)
- Rupali Sharma
- Endocrine Surgery Section, Surgical Oncology Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Bhargav Earla
- Endocrine Surgery Section, Surgical Oncology Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- UAB Heersink School of Medicine, Birmingham, Alabama
| | - Kwamena E. Baidoo
- Molecular Imaging Branch, Radiation Oncology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Martha A. Zeiger
- Office of Surgeon Scientists Programs, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - James P. Madigan
- Endocrine Surgery Section, Surgical Oncology Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Freddy E. Escorcia
- Molecular Imaging Branch, Radiation Oncology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Samira M. Sadowski
- Endocrine Surgery Section, Surgical Oncology Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
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3
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Pellat A, Barat M, Cottereau AS, Terris B, Coriat R. [Well-differentiated neuroendocrine tumors of the digestive tract: Focus on pancreatic neuroendocrine tumors]. Bull Cancer 2023; 110:955-967. [PMID: 36935319 DOI: 10.1016/j.bulcan.2023.03.001] [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: 01/09/2023] [Revised: 02/16/2023] [Accepted: 03/01/2023] [Indexed: 03/19/2023]
Abstract
Pancreatic neuroendocrine tumors are rare tumors showing a rising incidence. They are well-differentiated tumors, classified by grade according to their Ki67 index value (grade 1 to 3). Pancreatic neuroendocrine tumors are mainly sporadic tumors but about 10% arise within endocrine tumor syndromes such as multiple endocrine neoplasia type 1. They can be responsible for functional syndromes or non-specific clinical symptoms depending on tumor extension. However, there is also an increase of incidental diagnoses of nonfunctional pancreatic neuroendocrine tumors with the widespread use of high-quality imaging techniques. About 50 % of pancreatic neuroendocrine tumors are diagnosed at a metastatic stage, with metastases often located in the liver. Chromogranin A, CT-scan and often an abdominal MRI, and functional imaging should be performed for tumor staging and follow-up. Imaging with PET/CT with 68Ga-labeled somatostatin analogues has the highest sensitivity for the diagnosis of pancreatic neuroendocrine tumors, while 18fluorodeoxyglucose PET/CT can sometimes be useful. Overall, they are rather indolent tumors with prolonged survival. Surgery is the recommended treatment in the localized setting, with the exception of small<2cm nonfunctional tumors that can be monitored with imaging techniques. For advanced tumors, there are several available treatments such as somatostatine analogues, chemotherapy, targeted therapies (sunitinib, everolimus), locoregional ablative therapies and Peptide Receptor Radiolabelled Therapy. The treatment strategy will depend on the initial tumor staging, tumor grade, aggressiveness and patient's choice.
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Affiliation(s)
- Anna Pellat
- AP-HP, hôpital Cochin, service de gastroentérologie et d'oncologie digestive, 27, rue du faubourg Saint-Jacques, 75014 Paris, France; Université Paris Cité, 75006 Paris, France.
| | - Maxime Barat
- AP-HP, hôpital Cochin, service de radiologie, 27, rue du faubourg Saint-Jacques, 75014 Paris, France; Université Paris Cité, 75006 Paris, France
| | - Anne-Ségolène Cottereau
- AP-HP, hôpital Cochin, service de médecine nucléaire, 27, rue du faubourg Saint-Jacques, 75014 Paris, France
| | - Benoit Terris
- AP-HP, hôpital Cochin, service d'anatomopathologie, 27, rue du faubourg Saint-Jacques, 75014 Paris, France; Université Paris Cité, 75006 Paris, France
| | - Romain Coriat
- AP-HP, hôpital Cochin, service de gastroentérologie et d'oncologie digestive, 27, rue du faubourg Saint-Jacques, 75014 Paris, France; Université Paris Cité, 75006 Paris, France
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4
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Imperiale A. Neuroendocrine Tumors: Treatment and Management. Cancers (Basel) 2022; 14:cancers14164048. [PMID: 36011040 PMCID: PMC9406630 DOI: 10.3390/cancers14164048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 08/16/2022] [Accepted: 08/18/2022] [Indexed: 12/03/2022] Open
Affiliation(s)
- Alessio Imperiale
- Nuclear Medicine and Molecular Imaging Institut de Cancérologie Strasbourg Europe (ICANS), 17 Rue Albert Calmette, 67033 Strasbourg, France; ; Tel.: +33-3-68-76-74-48; Fax: +33-3-68-76-72-56
- University Hospitals of Strasbourg, Faculty of Medicine, University of Strasbourg, 67000 Strasbourg, France
- Molecular Imaging—DRHIM IPHC, UMR7178, CNRS/Unistra, 67000 Strasbourg, France
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Zhu C, Kawachi H, Lu X. A rare gastric lesion: diminutive, well-differentiated, Grade 3, type 3 gastric neuroendocrine tumor with extremely high ki-67 index removed en bloc under endoscopy. Gastric Cancer 2022; 25:659-664. [PMID: 35179666 DOI: 10.1007/s10120-022-01277-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 01/10/2022] [Indexed: 02/07/2023]
Abstract
Grade 3, type 3 gastric neuroendocrine tumor (g-NET) shows specific features of clinical interest and the therapeutic management of the lesion is not yet completely standardized. We present the unusual case of a 34-year-old male patient with a diminutive (less than 0.5 cm), well-differentiated, G3, type 3g-NET with extremely high Ki-67 index (higher than 80%). The lesion was subsequently removed en bloc via endoscopic submucosal dissection. Regarding the proliferation rate, Ki-67 index values usually range from 21 to 50%, and less commonly above 55%, in G3 NET. To our knowledge, this lesion represents a small size with the highest Ki-67 index diagnosed with G3 g-NET. However, as g-NET might recur even after a long duration, we recommend a long-term follow-up, such as 10 years after complete resection in patients to evaluate the endoscopic resection approach.
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Affiliation(s)
- Chunpeng Zhu
- Department of Gastroenterology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China
| | - Hiroshi Kawachi
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Xinliang Lu
- Department of Gastroenterology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, China.
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Couvelard A, Cros J. An update on the development of concepts, diagnostic criteria, and challenging issues for neuroendocrine neoplasms across different digestive organs. Virchows Arch 2022; 480:1129-1148. [PMID: 35278097 DOI: 10.1007/s00428-022-03306-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 02/11/2022] [Accepted: 02/27/2022] [Indexed: 12/16/2022]
Abstract
Digestive neuroendocrine neoplasms (NENs) are a group of heterogeneous neoplasms found throughout the digestive tract, with different behaviour and genetic background. In the last few years, nomenclature and WHO/UICC classifications of digestive NENs have changed, and molecular classifications have emerged, especially in pancreatic locations. Increasing patho-molecular details are needed to diagnose the different categories of NEN, including the use of helpful immunohistochemical markers. In this review, we address these topics in three successive chapters. We first briefly review recent updates in classifications, discuss important grading and proliferating issues and advances in the molecular understanding of NEN. Then, we provide an update on diagnosis, including the most important differential diagnoses of NEN, with a focus on high-grade neoplasms and mixed tumours. Finally, we highlight a variety of currently used and next-generation predictive and prognostic biomarkers as well as biomarkers of tumour origin and describe some site specificities of gastrointestinal NEN. We specifically focus on biomarkers available to pathologists with the potential to change the way patients with NEN are diagnosed and treated.
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Affiliation(s)
- Anne Couvelard
- Department of Pathology of Bichat and Beaujon AP-HP Hospitals, ENETS Centre of Excellence, Université Paris Cité, 46 Rue Henri Huchard, 75018, Paris, France.
| | - Jérôme Cros
- Department of Pathology of Bichat and Beaujon AP-HP Hospitals, ENETS Centre of Excellence, Université Paris Cité, 46 Rue Henri Huchard, 75018, Paris, France
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Marchese U, Gaillard M, Pellat A, Tzedakis S, Abou Ali E, Dohan A, Barat M, Soyer P, Fuks D, Coriat R. Multimodal Management of Grade 1 and 2 Pancreatic Neuroendocrine Tumors. Cancers (Basel) 2022; 14:433. [PMID: 35053593 PMCID: PMC8773540 DOI: 10.3390/cancers14020433] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/11/2022] [Accepted: 01/13/2022] [Indexed: 12/13/2022] Open
Abstract
Pancreatic neuroendocrine tumors (p-NETs) are rare tumors with a recent growing incidence. In the 2017 WHO classification, p-NETs are classified into well-differentiated (i.e., p-NETs grade 1 to 3) and poorly differentiated neuroendocrine carcinomas (i.e., p-NECs). P-NETs G1 and G2 are often non-functioning tumors, of which the prognosis depends on the metastatic status. In the localized setting, p-NETs should be surgically managed, as no benefit for adjuvant chemotherapy has been demonstrated. Parenchymal sparing resection, including both duodenum and pancreas, are safe procedures in selected patients with reduced endocrine and exocrine long-term dysfunction. When the p-NET is benign or borderline malignant, this surgical option is associated with low rates of severe postoperative morbidity and in-hospital mortality. This narrative review offers comments, tips, and tricks from reviewing the available literature on these different options in order to clarify their indications. We also sum up the overall current data on p-NETs G1 and G2 management.
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Affiliation(s)
- Ugo Marchese
- Department of Digestive, Hepatobiliary and Pancreatic Surgery, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (M.G.); (S.T.); (D.F.)
| | - Martin Gaillard
- Department of Digestive, Hepatobiliary and Pancreatic Surgery, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (M.G.); (S.T.); (D.F.)
| | - Anna Pellat
- Gastroenterology and Digestive Oncology Unit, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (A.P.); (E.A.A.); (R.C.)
| | - Stylianos Tzedakis
- Department of Digestive, Hepatobiliary and Pancreatic Surgery, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (M.G.); (S.T.); (D.F.)
| | - Einas Abou Ali
- Gastroenterology and Digestive Oncology Unit, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (A.P.); (E.A.A.); (R.C.)
| | - Anthony Dohan
- Department of Radiology, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (A.D.); (M.B.); (P.S.)
| | - Maxime Barat
- Department of Radiology, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (A.D.); (M.B.); (P.S.)
| | - Philippe Soyer
- Department of Radiology, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (A.D.); (M.B.); (P.S.)
| | - David Fuks
- Department of Digestive, Hepatobiliary and Pancreatic Surgery, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (M.G.); (S.T.); (D.F.)
| | - Romain Coriat
- Gastroenterology and Digestive Oncology Unit, Cochin Teaching Hospital, AP-HP, Université de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; (A.P.); (E.A.A.); (R.C.)
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Xu JX, Wu DH, Ying LW, Hu HG. Immunotherapies for well-differentiated grade 3 gastroenteropancreatic neuroendocrine tumors: A new category in the World Health Organization classification. World J Gastroenterol 2021; 27:8123-8137. [PMID: 35068858 PMCID: PMC8704278 DOI: 10.3748/wjg.v27.i47.8123] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/28/2021] [Accepted: 11/30/2021] [Indexed: 02/06/2023] Open
Abstract
According to the 2019 World Health Organization (WHO) classification, well-differentiated grade 3 (G3) gastroenteropancreatic (GEP) neuroendocrine tumors (NETs) are a new category of cancer of the digestive system. G3 GEP-NET research and treatment are not as robust as those of lower grade (G1/2) NETs and poorly differentiated neuroendocrine carcinomas (NECs). Previously, the management of high-grade NETs was mainly based on NEC therapies, as high-grade NETs were classified as NECs under the previous WHO classification. Despite this, G3 GEP-NETs are significantly less responsive to platinum-based chemotherapy regimens than NECs, due to their distinct molecular pathogenesis and course of pathological grade transition. Patients with advanced G3 GEP-NETs, who have progressed or are intolerant to chemotherapy regimens such as capecitabine plus temozolomide, have limited treatment choices. Immunotherapy has helped patients with a variety of cancers attain long-term survival through the use of immune checkpoint inhibitors. Immunotherapies, either alone or in combination with other therapies, do not have a clear function in the treatment of G3 GEP-NETs. Currently, the majority of immunotherapy studies, both prospective and retrospective, do not reliably differentiate G3 GEP-NETs from NECs. By contrast, a significant number of studies include non-GEP neuroendocrine neoplasms (NENs). Therefore, there is an urgent need to summarize and evaluate these data to provide more effective therapeutic approaches for patients with this rare tumor. The purpose of this mini-review was to screen and summarize information on G3 GEP-NETs from all studies on NENs immunotherapy.
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Affiliation(s)
- Jun-Xi Xu
- Department of Medical Oncology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, Zhejiang Province, China
| | - De-Hao Wu
- Cancer Institute, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, Zhejiang Province, China
| | - Li-Wei Ying
- Department of Orthopedic, Taizhou Hospital, Wenzhou Medical University, Linhai 317000, Zhejiang Province, China
| | - Han-Guang Hu
- Department of Medical Oncology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, Zhejiang Province, China
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