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Patte C, Pommier RM, Ferrari A, Fei-Lei Chung F, Ouzounova M, Moullé P, Richaud M, Khoueiry R, Hervieu M, Breusa S, Allio M, Rama N, Gérard L, Hervieu V, Poncet G, Fenouil T, Cahais V, Sertier AS, Boland A, Bacq-Daian D, Ducarouge B, Marie JC, Deleuze JF, Viari A, Scoazec JY, Roche C, Mehlen P, Walter T, Gibert B. Comprehensive molecular portrait reveals genetic diversity and distinct molecular subtypes of small intestinal neuroendocrine tumors. Nat Commun 2025; 16:2197. [PMID: 40038310 DOI: 10.1038/s41467-025-57305-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 02/18/2025] [Indexed: 03/06/2025] Open
Abstract
Small intestinal neuroendocrine tumors (siNETs) are rare bowel tumors arising from malignant enteroendocrine cells, which normally regulate digestion throughout the intestine. Though infrequent, their incidence is rising through better diagnosis, fostering research into their origin and treatment. To date, siNETs are considered to be a single entity and are clinically treated as such. Here, by performing a multi-omics analysis of siNETs, we unveil four distinct molecular groups with strong clinical relevance and provide a resource to study their origin and clinical features. Transcriptomic, genetic and DNA methylation profiles identify two groups linked to distinct enteroendocrine differentiation patterns, another with a strong immune phenotype, and the last with mesenchymal properties. This latter subtype displays the worst prognosis and resistance to treatments in line with infiltration of cancer-associated fibroblasts. These data provide insights into the origin and diversity of these rare diseases, in the hope of improving clinical research into their management.
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Affiliation(s)
- Céline Patte
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Roxane M Pommier
- Plateforme Bioinformatique Gilles Thomas, Synergie Lyon Cancer, Centre Léon Bérard, Lyon, France
| | - Anthony Ferrari
- Plateforme Bioinformatique Gilles Thomas, Synergie Lyon Cancer, Centre Léon Bérard, Lyon, France
| | - Felicia Fei-Lei Chung
- Epigenetics Group, International Agency for Research on Cancer (IARC), Lyon, France
- Department of Medical Sciences, School of Medical and Life Sciences, Sunway University, Bandar Sunway, Malaysia
| | - Maria Ouzounova
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Pauline Moullé
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Mathieu Richaud
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Rita Khoueiry
- Epigenetics Group, International Agency for Research on Cancer (IARC), Lyon, France
| | - Maëva Hervieu
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Silvia Breusa
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Marion Allio
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Nicolas Rama
- Apoptosis, Cancer and Development (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Laura Gérard
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
- Hospices Civils de Lyon, Hôpital Edouard Herriot, Service de Gastroentérologie et d'Oncologie Digestive, Lyon, cedex 03, France
| | - Valérie Hervieu
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
- Hospices Civils de Lyon, Institut de Pathologie Multi-sites, Groupement Hospitalier Est, Bron, France
| | - Gilles Poncet
- Hospices Civils de Lyon, Hôpital Edouard Herriot, Service de Chirurgie Digestive, Lyon, France
| | - Tanguy Fenouil
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
- Hospices Civils de Lyon, Institut de Pathologie Multi-sites, Groupement Hospitalier Est, Bron, France
| | - Vincent Cahais
- Epigenetics Group, International Agency for Research on Cancer (IARC), Lyon, France
| | - Anne-Sophie Sertier
- Plateforme Bioinformatique Gilles Thomas, Synergie Lyon Cancer, Centre Léon Bérard, Lyon, France
- Apoptosis, Cancer and Development (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Anne Boland
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), Evry, France
| | - Delphine Bacq-Daian
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), Evry, France
| | | | - Julien C Marie
- TGF-beta and Immune Response (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Equipe labellisée Ligue nationale contre le cancer, Cancer Research Center of Lyon, Lyon, France
| | - Jean-François Deleuze
- Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine (CNRGH), Evry, France
| | - Alain Viari
- Plateforme Bioinformatique Gilles Thomas, Synergie Lyon Cancer, Centre Léon Bérard, Lyon, France
| | - Jean-Yves Scoazec
- Department of Medical Biology and Pathology, Gustave Roussy, Villejuif, France
| | - Colette Roche
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Patrick Mehlen
- Apoptosis, Cancer and Development (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France
| | - Thomas Walter
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France.
- Hospices Civils de Lyon, Hôpital Edouard Herriot, Service de Gastroentérologie et d'Oncologie Digestive, Lyon, cedex 03, France.
| | - Benjamin Gibert
- Gastroenterology and technologies for health (Université Claude Bernard Lyon 1, INSERM U1052, CNRS UMR5286, Centre Léon Bérard), Cancer Research Center of Lyon, Lyon, France.
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Greenberg JA, Shah Y, Ivanov NA, Marshall T, Kulm S, Williams J, Tran C, Scognamiglio T, Heymann JJ, Lee-Saxton YJ, Egan C, Majumdar S, Min IM, Zarnegar R, Howe J, Keutgen XM, Fahey TJ, Elemento O, Finnerty BM. Developing a Predictive Model for Metastatic Potential in Pancreatic Neuroendocrine Tumor. J Clin Endocrinol Metab 2024; 110:263-274. [PMID: 38817124 PMCID: PMC11651689 DOI: 10.1210/clinem/dgae380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 05/29/2024] [Accepted: 05/29/2024] [Indexed: 06/01/2024]
Abstract
CONTEXT Pancreatic neuroendocrine tumors (PNETs) exhibit a wide range of behavior from localized disease to aggressive metastasis. A comprehensive transcriptomic profile capable of differentiating between these phenotypes remains elusive. OBJECTIVE Use machine learning to develop predictive models of PNET metastatic potential dependent upon transcriptomic signature. METHODS RNA-sequencing data were analyzed from 95 surgically resected primary PNETs in an international cohort. Two cohorts were generated with equally balanced metastatic PNET composition. Machine learning was used to create predictive models distinguishing between localized and metastatic tumors. Models were validated on an independent cohort of 29 formalin-fixed, paraffin-embedded samples using NanoString nCounter®, a clinically available mRNA quantification platform. RESULTS Gene expression analysis identified concordant differentially expressed genes between the 2 cohorts. Gene set enrichment analysis identified additional genes that contributed to enriched biologic pathways in metastatic PNETs. Expression values for these genes were combined with an additional 7 genes known to contribute to PNET oncogenesis and prognosis, including ARX and PDX1. Eight specific genes (AURKA, CDCA8, CPB2, MYT1L, NDC80, PAPPA2, SFMBT1, ZPLD1) were identified as sufficient to classify the metastatic status with high sensitivity (87.5-93.8%) and specificity (78.1-96.9%). These models remained predictive of the metastatic phenotype using NanoString nCounter® on the independent validation cohort, achieving a median area under the receiving operating characteristic curve of 0.886. CONCLUSION We identified and validated an 8-gene panel predictive of the metastatic phenotype in PNETs, which can be detected using the clinically available NanoString nCounter® system. This panel should be studied prospectively to determine its utility in guiding operative vs nonoperative management.
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Affiliation(s)
| | - Yajas Shah
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, Cornell University, New York, NY, 10065, USA
| | - Nikolay A Ivanov
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - Teagan Marshall
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - Scott Kulm
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, Cornell University, New York, NY, 10065, USA
| | - Jelani Williams
- Department of Surgery, University of Chicago Medicine, Chicago, IL 60637, USA
| | - Catherine Tran
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, 52242, USA
| | - Theresa Scognamiglio
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Jonas J Heymann
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Yeon J Lee-Saxton
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - Caitlin Egan
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - Sonali Majumdar
- Genomics Facility, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Irene M Min
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - Rasa Zarnegar
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - James Howe
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, 52242, USA
| | - Xavier M Keutgen
- Department of Surgery, University of Chicago Medicine, Chicago, IL 60637, USA
| | - Thomas J Fahey
- Department of Surgery, Weill Cornell Medicine, New York, NY 10065, USA
| | - Olivier Elemento
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, Cornell University, New York, NY, 10065, USA
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Avsievich E, Salimgereeva D, Maluchenko A, Antysheva Z, Voloshin M, Feidorov I, Glazova O, Abramov I, Maksimov D, Kaziakhmedova S, Bodunova N, Karnaukhov N, Volchkov P, Krupinova J. Pancreatic Neuroendocrine Tumor: The Case Report of a Patient with Germline FANCD2 Mutation and Tumor Analysis Using Single-Cell RNA Sequencing. J Clin Med 2024; 13:7621. [PMID: 39768544 PMCID: PMC11728285 DOI: 10.3390/jcm13247621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 11/18/2024] [Accepted: 11/21/2024] [Indexed: 01/16/2025] Open
Abstract
Background: Neuroendocrine neoplasms are a rare and heterogeneous group of neoplasms. Small-sized (≤2 cm) pancreatic neuroendocrine tumors (PanNETs) are of particular interest as they are often associated with aggressive behavior, with no specific prognostic or progression markers. METHODS This article describes a clinical case characterized by a progressive growth of nonfunctional PanNET requiring surgical treatment in a patient with a germline FANCD2 mutation, previously not reported in PanNETs. The patient underwent whole exome sequencing and single-cell RNA sequencing. RESULTS The patient underwent surgical treatment. We confirmed the presence of the germline mutation FANCD2 and also detected the germline mutation WNT10A. The cellular composition of the PanNET was analyzed using single-cell sequencing, and the main cell clusters were identified. We analyzed the tumor genomics, and used the data to define the effect the germline FANCD2 mutation had. CONCLUSIONS Analysis of the mutational status of patients with PanNET may provide additional data that may influence treatment tactics, refine the plan for monitoring such patients, and provide more information about the pathogenesis of PanNET. PanNET research using scRNA-seq data may help in predicting the effect of therapy on neuroendocrine cells with FANCD2 mutations.
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Affiliation(s)
- Ekaterina Avsievich
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
- Federal Research Center for Innovator, Emerging Biomedical and Pharmaceutical Technologies, Moscow 125315, Russia
| | - Diana Salimgereeva
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
| | - Alesia Maluchenko
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
| | - Zoia Antysheva
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
- Federal Research Center for Innovator, Emerging Biomedical and Pharmaceutical Technologies, Moscow 125315, Russia
| | - Mark Voloshin
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
| | - Ilia Feidorov
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
| | - Olga Glazova
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
| | - Ivan Abramov
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
- Federal Research Center for Innovator, Emerging Biomedical and Pharmaceutical Technologies, Moscow 125315, Russia
| | - Denis Maksimov
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
- Federal Research Center for Innovator, Emerging Biomedical and Pharmaceutical Technologies, Moscow 125315, Russia
| | - Samira Kaziakhmedova
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
| | - Natalia Bodunova
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
| | - Nikolay Karnaukhov
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
| | - Pavel Volchkov
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
- Federal Research Center for Innovator, Emerging Biomedical and Pharmaceutical Technologies, Moscow 125315, Russia
| | - Julia Krupinova
- Moscow Clinical Scientific Center N.A. A.S. Loginov, Moscow 111123, Russia; (E.A.); (D.S.); (M.V.); (I.F.); (O.G.); (I.A.); (N.B.); (N.K.); (P.V.)
- Moscow Center for Advanced Studies, Kulakova Street 20, Moscow 123592, Russia; (A.M.); (Z.A.); (D.M.); (S.K.)
- Federal Research Center for Innovator, Emerging Biomedical and Pharmaceutical Technologies, Moscow 125315, Russia
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Jia L, Zhang B, Shen D, R Koduru P. Testicular Primary Well-Differentiated Neuroendocrine Tumor: Clinicopathologic, Immunohistochemical, and Molecular Characterization of Two Patients. Int J Surg Pathol 2024; 32:1574-1581. [PMID: 38509869 DOI: 10.1177/10668969241235315] [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: 03/22/2024]
Abstract
Well-differentiated neuroendocrine tumor rarely occurs as a testicular primary tumor, accounting for less than 1% of all testicular cancers, and is rarely reported with sufficient molecular profiles. After searching our departmental database (2003-2023), two testicular primary well-differentiated neuroendocrine tumors were identified in a 35-year-old man and a 23-year-old man, respectively, both of whom had normal serum level of tumor markers. Both tumors grossly exhibited solid, yellow-tan, and homogeneous appearance and histologically displayed a mixture of growth patterns, including organoid, tubular, cribriform, nests, cords, and single cells, were composed of eosinophilic tumor cells with salt-and-pepper chromatin and indistinct cell borders. Immunoreactivity for chromogranin and synaptophysin were detected, with Ki-67 labeling 9% and 2% of tumor cells on counting of 500 tumor cells, respectively. There was no germ cell neoplasia in situ in the background testicular parenchyma. Furthermore, fluorescence in situ hybridization failed to identify the presence of isochromosome 12p in both tumors. A panel-based next-generation sequencing was done in one of tumors and showed no reportable pathogenic variants with a mutation burden of 0.5 mutations per megabase. Although elevated mitotic figures (up to 6 per 10 high power fields), lymphovascular invasion and marked nuclear pleomorphism were present in this tumor, there was no evidence of disease detected in this patient via Dotatate positron emission tomography/computed tomography scan after the surgery. This report expands the spectrum of testicular primary well-differentiated neuroendocrine tumor. Considering its rarity, it may pose a diagnostic challenge or pitfall in certain clinical circumstances. In addition, the literature pertaining to this entity is herein reviewed.
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Affiliation(s)
- Liwei Jia
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Bo Zhang
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Daniel Shen
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Prasad R Koduru
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
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5
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Xu S, Zhai ZY, Zhou P, Xue XF, Huang ZY, Li XX, Yang GH, Bao CJ, You LJ, Cui XB, Xia GL, Ou Yang MP, Li LF, Lu L, Gong W, Pei XJ, Hu W. Whole-exome sequencing reveals novel genomic signatures and potential therapeutic targets during the progression of rectal neuroendocrine neoplasm. Cell Death Dis 2024; 15:833. [PMID: 39548061 PMCID: PMC11568169 DOI: 10.1038/s41419-024-07232-1] [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: 04/09/2024] [Revised: 11/01/2024] [Accepted: 11/07/2024] [Indexed: 11/17/2024]
Abstract
Rectal neuroendocrine neoplasms (rNENs) are among the most frequent gastrointestinal neuroendocrine neoplasms and pose a serious challenge for clinical management. The size of the primary neoplasm is considered to be the most important predictor of disease progression, but the genetic alterations that occur during the progression of rNENs remain unknown. Here, we performed a comprehensive whole-exome sequencing study on 54 tumor-normal paired, formalin-fixed paraffin-embedded specimens from patients locally diagnosed with rNENs. Of these, 81.5% (n = 44) were classified as small-sized (≤2 cm) rNENs, while the remainder (18.5%, n = 10) were classified as large-sized (>2 cm) rNEN samples. Comparative analysis revealed marked disparities in the mutational landscape between small- and large-sized rNEN samples, and between large-sized rNEN samples with or without lymph node metastases. The high-confidence driver genes RHPN2, MUC16, and MUC4 were significantly mutated in both small- and large-sized rNEN specimens, whereas mutations in MAN2A1, and BAG2 were only identified in large-sized specimens diagnosed with lymph node metastases. Correspondingly, we observed that the mTOR and MAPK pathways were preferentially enriched in the large-sized rNEN specimens. Signature-based analysis revealed that mutational processes associated with defective DNA base excision repair (SBS30) significantly accumulated in large-sized rNEN samples with lymph node metastases, highlighting the important role of this mutagenic process in promoting rNEN progression. We further found that most rNEN subjects, regardless of tumor size, harbored at least one alteration with targeted therapeutic implications. Taken together, these results elucidate the genetic features associated with tumor size and lymphatic metastasis in rNEN patients, which will deepen our understanding of the genetic changes during rNEN progression and potentially directing improvements in rNEN treatment strategies.
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Affiliation(s)
- Shi Xu
- Department of Burn and Plastic Surgery, Shenzhen Longhua District Central Hospital, Shenzhen, Guangdong, China
- Department of Medical Laboratory, Shenzhen Longhua District Central Hospital, Shenzhen, Guangdong, China
| | - Zhi Yong Zhai
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China
| | - Ping Zhou
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China
| | - Xiu Fen Xue
- Department of Pathology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Zhao Yu Huang
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China
| | - Xia Xi Li
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Gen Hua Yang
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Chong Ju Bao
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Li Juan You
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Xiao Bing Cui
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Gui Li Xia
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Mei Ping Ou Yang
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China
| | - Long Fei Li
- Institute of Chinese Medicine, State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China
| | - Lan Lu
- Antibiotics Research and Re-evaluation Key Laboratory of Sichuan Province, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, Sichuan, China
| | - Wei Gong
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China.
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China.
| | - Xiao Juan Pei
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China.
- Department of Pathology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China.
| | - Wei Hu
- Department of Gastroenterology, Shenzhen Hospital, Southern Medical University, Shenzhen, Guangdong, China.
- The Third School of Clinical Medicine, Southern Medical University, Shenzhen, Guangdong, China.
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6
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Asa SL, Mohamed A. Pancreatic and Ileal Neuroendocrine Tumors: Metastatic Disease or a Novel MEN Syndrome? Am J Surg Pathol 2024; 48:1417-1424. [PMID: 39034742 PMCID: PMC11472897 DOI: 10.1097/pas.0000000000002290] [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: 07/23/2024]
Abstract
Multiple endocrine neoplasms are a feature of multiple endocrine neoplasia (MEN) syndromes types 1, 2, 4, and 5. However, the ileum is not usually involved in these disorders. We report a series of patients with neuroendocrine tumors (NETs) involving both the pancreas and the ileum. We searched the laboratory information system and personal consultation records of the authors from 2019 to 2023 for patients who had neuroendocrine tumors (NETs) involving both the pancreas and ileum. In a series of 846 patients, we identified 4 patients with pancreatic and ileal NETs, 2 female and 2 male, ages 52 to 75. Two female patients had primary EC cell tumors of the ileum with metastasis to the pancreas that showed expression of CDX2 and serotonin similar to the ileal primary tumors. Two males had primary lesions in the 2 sites with different immunoprofiles; the ileal tumors expressed CDX2 and serotonin and were negative for ARX, whereas the pancreatic tumors expressed ARX, glucagon, and pancreatic polypeptide and were negative for CDX2 and serotonin. In both male patients, the nontumorous pancreas showed preneoplastic changes in the endocrine elements, suggesting germline predisposition to endocrine neoplasia. Testing for known genetic alterations underlying MEN syndromes has not identified a genetic alteration that can be implicated in the development of NETs in both pancreas and ileum. Our series indicates the rare occurrence of NETs in both the pancreas and ileum and emphasizes the importance of using the correct biomarkers to distinguish metastasis from primary neoplasms at the different sites. The rare occurrence of primary ileal and pancreatic NETs may represent a novel MEN syndrome with as yet unknown germline predisposition.
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Wang K, Schober L, Fischer A, Bechmann N, Maurer J, Peischer L, Reul A, Hantel C, Reincke M, Beuschlein F, Robledo M, Mohr H, Pellegata NS, Schilbach K, Knösel T, Ilmer M, Angele M, Kroiss M, Maccio U, Broglie-Däppen M, Vetter D, Lehmann K, Pacak K, Grossman AB, Auernhammer CJ, Zitzmann K, Nölting S. Opposing Effects of Cannabidiol in Patient-derived Neuroendocrine Tumor, Pheochromocytoma/Paraganglioma Primary Cultures. J Clin Endocrinol Metab 2024; 109:2892-2904. [PMID: 38605427 DOI: 10.1210/clinem/dgae241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/15/2024] [Accepted: 04/08/2024] [Indexed: 04/13/2024]
Abstract
CONTEXT Treatment options for advanced neuroendocrine tumors (NETs), pheochromocytomas and paragangliomas (PPGLs) are still limited. In recent years, antitumor effects of cannabinoids have been reported; however, there are only very limited data available in NETs or PPGLs. OBJECTIVE Investigation of the effects of cannabidiol (CBD) on patient-derived human NET/PPGL primary cultures and on NET/PPGL cell lines. METHODS We established primary cultures derived from 46 different patients with PPGLs (n = 35) or NETs (n = 11) who underwent tumor resection at 2 centers. Treatment of patient primary cultures with clinically relevant doses (5 µM) and slightly higher doses (10 µM) of CBD was performed. RESULTS We found opposing effects of 5 µM CBD: significant antitumor effects in 5/35 (14%) and significant tumor-promoting effects in 6/35 (17%) of PPGL primary cultures. In terms of antitumor effects, cluster 2-related PPGLs showed significantly stronger responsivity to CBD compared to cluster 1-related PPGLs (P = .042). Of the cluster 2-related tumors, NF1 PPGLs showed the strongest responsivity (4/5 PPGL primary cultures with a significant decrease in cell viability were NF1-mutated). We also found opposing effects of 10 µM CBD in PPGLs and NETs: significant antitumor effects in 9/33 of PPGL (27%) and 3/11 of NET (27%) primary cultures and significant tumor-promoting effects in 6/33 of PPGL (18%) and 2/11 of NET (18%) primary cultures. CONCLUSION We suggest a potential novel treatment option for some NETs/PPGLs but also provide evidence for caution when applying cannabinoids as supportive therapy for pain or appetite management to cancer patients and possibly as health supplements.
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Affiliation(s)
- Katharina Wang
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Laura Schober
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Alessa Fischer
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, CH-8091 Zurich, Switzerland
| | - Nicole Bechmann
- Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Carl Gustav Carus, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, 01307, Dresden, Germany
| | - Julian Maurer
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Lea Peischer
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Astrid Reul
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, CH-8091 Zurich, Switzerland
| | - Constanze Hantel
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, CH-8091 Zurich, Switzerland
- Department of Internal Medicine III, University Hospital Carl Gustav Carus Dresden, 01307 Dresden, Germany
| | - Martin Reincke
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Felix Beuschlein
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, CH-8091 Zurich, Switzerland
- The LOOP Zurich-Medical Research Center, 8044 Zurich, Switzerland
| | - Mercedes Robledo
- Hereditary Endocrine Cancer Group, Spanish National Cancer Research Center, 28029 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras, 28029 Madrid, Spain
| | - Hermine Mohr
- Institute for Diabetes and Cancer, Helmholtz Center Munich, 85764 Neuherberg, Germany
| | - Natalia S Pellegata
- Institute for Diabetes and Cancer, Helmholtz Center Munich, 85764 Neuherberg, Germany
- Department of Biology and Biotechnology, University of Pavia, 27100 Pavia, Italy
| | - Katharina Schilbach
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Thomas Knösel
- Institute of Pathology, Faculty of Medicine, LMU Munich, 80337 Munich, Germany
- Interdisciplinary Center of Neuroendocrine Tumors of the GastroEnteroPancreatic System (GEPNET-KUM, ENETS-certified Center of Excellence), LMU University Hospital, 81377 Munich, Germany
| | - Matthias Ilmer
- Interdisciplinary Center of Neuroendocrine Tumors of the GastroEnteroPancreatic System (GEPNET-KUM, ENETS-certified Center of Excellence), LMU University Hospital, 81377 Munich, Germany
- Department of General, Visceral, and Transplantation Surgery, LMU University Hospital, LMU Munich, 81377 Munich, Germany
| | - Martin Angele
- Interdisciplinary Center of Neuroendocrine Tumors of the GastroEnteroPancreatic System (GEPNET-KUM, ENETS-certified Center of Excellence), LMU University Hospital, 81377 Munich, Germany
- Department of General, Visceral, and Transplantation Surgery, LMU University Hospital, LMU Munich, 81377 Munich, Germany
| | - Matthias Kroiss
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
- Department of Medicine I, Division of Endocrinology and Diabetes, University Hospital Würzburg, 97080 Würzburg, Germany
| | - Umberto Maccio
- Department of Pathology and Molecular Pathology, University Hospital Zurich, CH-8091 Zurich, Switzerland
| | - Martina Broglie-Däppen
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Zurich, CH-8091 Zurich, Switzerland
| | - Diana Vetter
- Department of Visceral and Transplantation Surgery, University Hospital Zurich, CH-8091 Zurich, Switzerland
| | - Kuno Lehmann
- Department of Visceral and Transplantation Surgery, University Hospital Zurich, CH-8091 Zurich, Switzerland
| | - Karel Pacak
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ashley B Grossman
- Green Templeton College, University of Oxford, Oxford OX2 6HG, UK
- NET Unit, ENETS Centre of Excellence, Royal Free Hospital, London NW3 2QG, UK
| | - Christoph J Auernhammer
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
- Interdisciplinary Center of Neuroendocrine Tumors of the GastroEnteroPancreatic System (GEPNET-KUM, ENETS-certified Center of Excellence), LMU University Hospital, 81377 Munich, Germany
| | - Kathrin Zitzmann
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
| | - Svenja Nölting
- Department of Internal Medicine IV, LMU University Hospital, LMU Munich, 80336 Munich, Germany
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich and University of Zurich, CH-8091 Zurich, Switzerland
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8
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Sedlack AJH, Varghese DG, Naimian A, Yazdian Anari P, Bodei L, Hallet J, Riechelmann RP, Halfdanarson T, Capdevilla J, Del Rivero J. Update in the management of gastroenteropancreatic neuroendocrine tumors. Cancer 2024; 130:3090-3105. [PMID: 39012928 DOI: 10.1002/cncr.35463] [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: 02/07/2024] [Revised: 05/15/2024] [Accepted: 05/30/2024] [Indexed: 07/18/2024]
Abstract
Neuroendocrine neoplasms are a diverse group of neoplasms that can occur in various areas throughout the body. Well-differentiated neuroendocrine tumors (NETs) most often arise in the gastrointestinal tract, termed gastroenteropancreatic neuroendocrine tumors (GEP-NETs). Although GEP-NETs are still uncommon, their incidence and prevalence have been steadily increasing over the past decades. The primary treatment for GEP-NETs is surgery, which offers the best chance for a cure. However, because GEP-NETs are often slow-growing and do not cause symptoms until they have spread widely, curative surgery is not always an option. Significant advances have been made in systemic and locoregional treatment options in recent years, including peptide-receptor radionuclide therapy with α and β emitters, somatostatin analogs, chemotherapy, and targeted molecular therapies.
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Affiliation(s)
- Andrew J H Sedlack
- Medical Scientist Training Program, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Diana Grace Varghese
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Amirkia Naimian
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Pouria Yazdian Anari
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
- Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
| | - Lisa Bodei
- Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Julie Hallet
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, East York, Ontario, Canada
| | | | | | | | - Jaydira Del Rivero
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
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9
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Stefàno E, De Castro F, Ciccarese A, Muscella A, Marsigliante S, Benedetti M, Fanizzi FP. An Overview of Altered Pathways Associated with Sensitivity to Platinum-Based Chemotherapy in Neuroendocrine Tumors: Strengths and Prospects. Int J Mol Sci 2024; 25:8568. [PMID: 39201255 PMCID: PMC11354135 DOI: 10.3390/ijms25168568] [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: 05/30/2024] [Revised: 07/26/2024] [Accepted: 08/02/2024] [Indexed: 09/02/2024] Open
Abstract
Neuroendocrine neoplasms (NENs) are a diverse group of malignancies with a shared phenotype but varying prognosis and response to current treatments. Based on their morphological features and rate of proliferation, NENs can be classified into two main groups with a distinct clinical behavior and response to treatment: (i) well-differentiated neuroendocrine tumors (NETs) or carcinoids (with a low proliferation rate), and (ii) poorly differentiated small- or large-cell neuroendocrine carcinomas (NECs) (with a high proliferation rate). For certain NENs (such as pancreatic tumors, higher-grade tumors, and those with DNA damage repair defects), chemotherapy is the main therapeutic approach. Among the different chemotherapic agents, cisplatin and carboplatin, in combination with etoposide, have shown the greatest efficacy in treating NECs compared to NETs. The cytotoxic effects of cisplatin and carboplatin are primarily due to their binding to DNA, which interferes with normal DNA transcription and/or replication. Consistent with this, NECs, which often have mutations in pathways involved in DNA repair (such as Rb, MDM2, BRCA, and PTEN), have a high response to platinum-based chemotherapy. Identifying mutations that affect molecular pathways involved in the initiation and progression of NENs can be crucial in predicting the response to platinum chemotherapy. This review aims to highlight targetable mutations that could serve as predictors of therapeutic response to platinum-based chemotherapy in NENs.
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Affiliation(s)
| | | | | | | | | | - Michele Benedetti
- Department of Biological and Environmental Sciences and Technologies (DiSTeBA), University of Salento, Via Monteroni, I-73100 Lecce, Italy; (E.S.); (F.D.C.); (A.C.); (A.M.); (S.M.); (F.P.F.)
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10
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Vaughn H, Major H, Kadera E, Keck K, Dunham T, Qian Q, Brown B, Scott A, Bellizzi AM, Braun T, Breheny P, Quelle DE, Howe JR, Darbro B. Functional Copy-Number Alterations as Diagnostic and Prognostic Biomarkers in Neuroendocrine Tumors. Int J Mol Sci 2024; 25:7532. [PMID: 39062773 PMCID: PMC11277019 DOI: 10.3390/ijms25147532] [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: 06/11/2024] [Revised: 06/29/2024] [Accepted: 07/05/2024] [Indexed: 07/28/2024] Open
Abstract
Functional copy-number alterations (fCNAs) are DNA copy-number changes with concordant differential gene expression. These are less likely to be bystander genetic lesions and could serve as robust and reproducible tumor biomarkers. To identify candidate fCNAs in neuroendocrine tumors (NETs), we integrated chromosomal microarray (CMA) and RNA-seq differential gene-expression data from 31 pancreatic (pNETs) and 33 small-bowel neuroendocrine tumors (sbNETs). Tumors were resected from 47 early-disease-progression (<24 months) and 17 late-disease-progression (>24 months) patients. Candidate fCNAs that accurately differentiated these groups in this discovery cohort were then replicated using fluorescence in situ hybridization (FISH) on formalin-fixed, paraffin-embedded (FFPE) tissues in a larger validation cohort of 60 pNETs and 82 sbNETs (52 early- and 65 late-disease-progression samples). Logistic regression analysis revealed the predictive ability of these biomarkers, as well as the assay-performance metrics of sensitivity, specificity, and area under the curve. Our results indicate that copy-number changes at chromosomal loci 4p16.3, 7q31.2, 9p21.3, 17q12, 18q21.2, and 19q12 may be used as diagnostic and prognostic NET biomarkers. This involves a rapid, cost-effective approach to determine the primary tumor site for patients with metastatic liver NETs and to guide risk-stratified therapeutic decisions.
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Affiliation(s)
- Hayley Vaughn
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (H.V.); (T.B.)
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Heather Major
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Evangeline Kadera
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Kendall Keck
- Department of Surgery, University of Iowa Health Care, Iowa City, IA 52242, USA; (K.K.); (A.S.); (J.R.H.)
| | - Timothy Dunham
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Qining Qian
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
| | - Bartley Brown
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA;
| | - Aaron Scott
- Department of Surgery, University of Iowa Health Care, Iowa City, IA 52242, USA; (K.K.); (A.S.); (J.R.H.)
| | | | - Terry Braun
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (H.V.); (T.B.)
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA;
| | - Patrick Breheny
- Department of Biostatistics, University of Iowa, Iowa City, IA 52242, USA;
| | - Dawn E. Quelle
- Department of Neuroscience and Pharmacology, University of Iowa, Iowa City, IA 52242, USA;
| | - James R. Howe
- Department of Surgery, University of Iowa Health Care, Iowa City, IA 52242, USA; (K.K.); (A.S.); (J.R.H.)
| | - Benjamin Darbro
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (H.V.); (T.B.)
- Stead Family Department of Pediatrics, University of Iowa Health Care, Iowa City, IA 52242, USA; (H.M.); (E.K.); (T.D.); (Q.Q.)
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11
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Savad S, Modarressi MH, Younesi S, Seifi-Alan M, Samadaian N, Masoomy M, Dianatpour M, Norouzi S, Amidi S, Boroumand A, Ashrafi MR, Ronagh A, Eslami M, Hashemnejad M, Nourian S, Mohammadi S, Taheri Amin MM, Heidari M, Seifi-Alan M, Shojaaldini Ardakani H, Aghamahdi F, Khalilian S, Ghafouri-Fard S. A Comprehensive Overview of NF1 Mutations in Iranian Patients. Neuromolecular Med 2024; 26:28. [PMID: 38954284 DOI: 10.1007/s12017-024-08790-5] [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: 03/16/2024] [Accepted: 04/30/2024] [Indexed: 07/04/2024]
Abstract
Neurofibromatosis type 1 (NF1) is a genetic disorder caused by mutations in the NF1 gene. This disorder shows nearly complete penetrance and high phenotypic variability. We used the whole-exome sequencing technique to identify mutations in 32 NF1 cases from 22 Iranian families. A total of 31 variants, including 30 point mutations and one large deletion, were detected. In eight cases, variants were inherited, while they were sporadic in the remaining. Seven novel variants, including c.5576 T > G, c.6658_6659insC, c.2322dupT, c.92_93insAA, c.4360C > T, c.3814C > T, and c.4565_4566delinsC, were identified. The current study is the largest in terms of the sample size of Iranian NF1 cases with identified mutations. The results can broaden the spectrum of NF1 mutations and facilitate the process of genetic counseling in the affected families.
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Affiliation(s)
| | | | - Sarang Younesi
- Prenatal Screening Department, Nilou Laboratory, Tehran, Iran
| | - Mahnaz Seifi-Alan
- Cardiovascular Research Center, Alborz University of Medical Sciences, Karaj, Iran
| | | | - Mona Masoomy
- Applied Biotechnology Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Mehdi Dianatpour
- Stem Cell and Transgenic Technology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Human Genetic, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | | | | | - Mahmoud Reza Ashrafi
- Pediatric Neurology Division, Children's Medical Center, Pediatrics Center of Excellence, Ataxia Clinic, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Ronagh
- Department of Pediatrics Neurologists, Shahid Bahonar Hospital, Alborz University of Medical Sciences, Karaj, Iran
| | - Maryam Eslami
- Applied Biotechnology Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
- Department of Genetics, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Maryam Hashemnejad
- Department of Obstetrics and Gynecology, School of Medicine, Kamali Hospital, Alborz University of Medical Sciences, Karaj, Iran
| | - Shahab Nourian
- Department of Pediatrics Endocrinology and Metabolisms, Emam Ali Hospital, Alborz University of Medical Sciences and Health Services, Karaj, Iran
| | - Sanaz Mohammadi
- Comprehensive Medical Genetics Center, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Morteza Heidari
- Pediatric Neurology Division, Children's Medical Center, Pediatrics Center of Excellence, Ataxia Clinic, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahin Seifi-Alan
- Cardiovascular Research Center, Alborz University of Medical Sciences, Karaj, Iran
| | | | - Fatemeh Aghamahdi
- Department of Pediatrics, Alborz University of Medical Sciences, Karaj, Iran
| | - Sheyda Khalilian
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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12
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Zhang XB, Fan YB, Jing R, Getu MA, Chen WY, Zhang W, Dong HX, Dakal TC, Hayat A, Cai HJ, Ashrafizadeh M, Abd El-Aty AM, Hacimuftuoglu A, Liu P, Li TF, Sethi G, Ahn KS, Ertas YN, Chen MJ, Ji JS, Ma L, Gong P. Gastroenteropancreatic neuroendocrine neoplasms: current development, challenges, and clinical perspectives. Mil Med Res 2024; 11:35. [PMID: 38835066 DOI: 10.1186/s40779-024-00535-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 05/07/2024] [Indexed: 06/06/2024] Open
Abstract
Neuroendocrine neoplasms (NENs) are highly heterogeneous and potentially malignant tumors arising from secretory cells of the neuroendocrine system. Gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs) are the most common subtype of NENs. Historically, GEP-NENs have been regarded as infrequent and slow-growing malignancies; however, recent data have demonstrated that the worldwide prevalence and incidence of GEP-NENs have increased exponentially over the last three decades. In addition, an increasing number of studies have proven that GEP-NENs result in a limited life expectancy. These findings suggested that the natural biology of GEP-NENs is more aggressive than commonly assumed. Therefore, there is an urgent need for advanced researches focusing on the diagnosis and management of patients with GEP-NENs. In this review, we have summarized the limitations and recent advancements in our comprehension of the epidemiology, clinical presentations, pathology, molecular biology, diagnosis, and treatment of GEP-NETs to identify factors contributing to delays in diagnosis and timely treatment of these patients.
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Affiliation(s)
- Xian-Bin Zhang
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
| | - Yi-Bao Fan
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
- School of Pharmacy, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, China
| | - Rui Jing
- Department of Radiology, Second Hospital of Shandong University, Jinan, Shandong, 250000, China
| | - Mikiyas Amare Getu
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
| | - Wan-Ying Chen
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
- School of Pharmacy, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, 518060, China
| | - Wei Zhang
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
| | - Hong-Xia Dong
- Department of Gastroenterology, General Hospital of Chinese PLA, Beijing, 100853, China
| | - Tikam Chand Dakal
- Department of Biotechnology, Mohanlal Sukhadia University, Udaipur, Rajasthan, 313001, India
| | - Akhtar Hayat
- Interdisciplinary Research Centre in Biomedical Materials (IRCBM), COMSATS University Islamabad, Lahore Campus, Lahore, 54000, Pakistan
| | - Hua-Jun Cai
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
| | - Milad Ashrafizadeh
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
| | - A M Abd El-Aty
- Department of Pharmacology, Faculty of Veterinary Medicine, Cairo University, Giza, 12211, Egypt
- Department of Medical Pharmacology, Medical Faculty, Ataturk University, Erzurum, 25240, Turkey
| | - Ahmet Hacimuftuoglu
- Department of Medical Pharmacology, Medical Faculty, Ataturk University, Erzurum, 25240, Turkey
| | - Peng Liu
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China
| | - Tian-Feng Li
- Reproductive Medicine Center, Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, Guangdong, 518055, China
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117600, Singapore
| | - Kwang Seok Ahn
- Department of Science in Korean Medicine, Kyung Hee University, Seoul, 02447, Republic of Korea
| | - Yavuz Nuri Ertas
- ERNAM-Nanotechnology Research and Application Center, Erciyes University, Kayseri, 38039, Türkiye
- Department of Biomedical Engineering, Erciyes University, Kayseri, 38280, Türkiye
- UNAM-National Nanotechnology Research Center, Bilkent University, Ankara, 06800, Türkiye
| | - Min-Jiang Chen
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, Zhejiang, 323000, China
| | - Jian-Song Ji
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, Zhejiang, 323000, China
| | - Li Ma
- Department of Epidemiology, Dalian Medical University, Dalian, Liaoning, 116044, China
| | - Peng Gong
- Department of General SurgeryInstitute of Precision Diagnosis and Treatment of Digestive System Tumors and Guangdong Provincial Key Laboratory of Chinese Medicine Ingredients and Gut Microbiomics, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, Guangdong, 518055, China.
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13
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Uccella S. Molecular Classification of Gastrointestinal and Pancreatic Neuroendocrine Neoplasms: Are We Ready for That? Endocr Pathol 2024; 35:91-106. [PMID: 38470548 PMCID: PMC11176254 DOI: 10.1007/s12022-024-09807-2] [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] [Accepted: 02/29/2024] [Indexed: 03/14/2024]
Abstract
In the last two decades, the increasing availability of technologies for molecular analyses has allowed an insight in the genomic alterations of neuroendocrine neoplasms (NEN) of the gastrointestinal tract and pancreas. This knowledge has confirmed, supported, and informed the pathological classification of NEN, clarifying the differences between neuroendocrine carcinomas (NEC) and neuroendocrine tumors (NET) and helping to define the G3 NET category. At the same time, the identification genomic alterations, in terms of gene mutation, structural abnormalities, and epigenetic changes differentially involved in the pathogenesis of NEC and NET has identified potential molecular targets for precision therapy. This review critically recapitulates the available molecular features of digestive NEC and NET, highlighting their correlates with pathological aspects and clinical characteristics of these neoplasms and revising their role as predictive biomarkers for targeted therapy. In this context, the feasibility and applicability of a molecular classification of gastrointestinal and pancreatic NEN will be explored.
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Affiliation(s)
- Silvia Uccella
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072, Pieve Emanuele, Milan, Italy.
- Pathology Service IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy.
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14
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Webster AP, Thirlwell C. The Molecular Biology of Midgut Neuroendocrine Neoplasms. Endocr Rev 2024; 45:343-350. [PMID: 38123518 PMCID: PMC11074790 DOI: 10.1210/endrev/bnad034] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 10/12/2023] [Accepted: 11/28/2023] [Indexed: 12/23/2023]
Abstract
Midgut neuroendocrine neoplasms (NENs) are one of the most common subtypes of NEN, and their incidence is rising globally. Despite being the most frequently diagnosed malignancy of the small intestine, little is known about their underlying molecular biology. Their unusually low mutational burden compared to other solid tumors and the unexplained occurrence of multifocal tumors makes the molecular biology of midgut NENs a particularly fascinating field of research. This review provides an overview of recent advances in the understanding of the interplay of the genetic, epigenetic, and transcriptomic landscape in the development of midgut NENs, a topic that is critical to understanding their biology and improving treatment options and outcomes for patients.
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Affiliation(s)
- Amy P Webster
- Department of Clinical and Biomedical Science, University of Exeter College of Medicine and Health, Exeter, EX2 5DW, UK
| | - Chrissie Thirlwell
- Department of Clinical and Biomedical Science, University of Exeter College of Medicine and Health, Exeter, EX2 5DW, UK
- University of Bristol Medical School, University of Bristol, Bristol, BS8 1UD, UK
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15
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Esposito I, Häberle L, Yavas A. Neuroendokrine Neoplasien. DIE GASTROENTEROLOGIE 2024; 19:202-213. [DOI: 10.1007/s11377-024-00784-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/12/2024] [Indexed: 01/06/2025]
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16
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Alcala N, Voegele C, Mangiante L, Sexton-Oates A, Clevers H, Fernandez-Cuesta L, Dayton TL, Foll M. Multi-omic dataset of patient-derived tumor organoids of neuroendocrine neoplasms. Gigascience 2024; 13:giae008. [PMID: 38451475 PMCID: PMC10919335 DOI: 10.1093/gigascience/giae008] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 12/18/2023] [Accepted: 02/12/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Organoids are 3-dimensional experimental models that summarize the anatomical and functional structure of an organ. Although a promising experimental model for precision medicine, patient-derived tumor organoids (PDTOs) have currently been developed only for a fraction of tumor types. RESULTS We have generated the first multi-omic dataset (whole-genome sequencing [WGS] and RNA-sequencing [RNA-seq]) of PDTOs from the rare and understudied pulmonary neuroendocrine tumors (n = 12; 6 grade 1, 6 grade 2) and provide data from other rare neuroendocrine neoplasms: small intestine (ileal) neuroendocrine tumors (n = 6; 2 grade 1 and 4 grade 2) and large-cell neuroendocrine carcinoma (n = 5; 1 pancreatic and 4 pulmonary). This dataset includes a matched sample from the parental sample (primary tumor or metastasis) for a majority of samples (21/23) and longitudinal sampling of the PDTOs (1 to 2 time points), for a total of n = 47 RNA-seq and n = 33 WGS. We here provide quality control for each technique and the raw and processed data as well as all scripts for genomic analyses to ensure an optimal reuse of the data. In addition, we report gene expression data and somatic small variant calls and describe how they were generated, in particular how we used WGS somatic calls to train a random forest classifier to detect variants in tumor-only RNA-seq. We also report all histopathological images used for medical diagnosis: hematoxylin and eosin-stained slides, brightfield images, and immunohistochemistry images of protein markers of clinical relevance. CONCLUSIONS This dataset will be critical to future studies relying on this PDTO biobank, such as drug screens for novel therapies and experiments investigating the mechanisms of carcinogenesis in these understudied diseases.
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Affiliation(s)
- Nicolas Alcala
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon 69008, France
| | - Catherine Voegele
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon 69008, France
| | - Lise Mangiante
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon 69008, France
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Alexandra Sexton-Oates
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon 69008, France
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, The Netherlands
- Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, The Netherlands
| | - Lynnette Fernandez-Cuesta
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon 69008, France
| | - Talya L Dayton
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, The Netherlands
- Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, The Netherlands
| | - Matthieu Foll
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon 69008, France
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17
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Modica R, Liccardi A, Minotta R, Cannavale G, Benevento E, Colao A. Current understanding of pathogenetic mechanisms in neuroendocrine neoplasms. Expert Rev Endocrinol Metab 2024; 19:49-61. [PMID: 37936421 DOI: 10.1080/17446651.2023.2279540] [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: 05/25/2023] [Accepted: 11/01/2023] [Indexed: 11/09/2023]
Abstract
INTRODUCTION Despite the fact that important advances in research on neuroendocrine neoplasms (NENs) have been made, consistent data about their pathogenetic mechanism are still lacking. Furthermore, different primary sites may recognize different pathogenetic mechanisms. AREAS COVERED This review analyzes the possible biological and molecular mechanisms that may lead to NEN onset and progression in different organs. Through extensive research of the literature, risk factors including hypercholesterolemia, inflammatory bowel disease, chronic atrophic gastritis are evaluated as potential pathogenetic mechanisms. Consistent evidence is available regarding sporadic gastric NENs and MEN1 related duodenopancreatic NENs precursor lesions, and genetic-epigenetic mutations may play a pivotal role in tumor development and bone metastases onset. In lung neuroendocrine tumors (NETs), diffuse proliferation of neuroendocrine cells on the bronchial wall (DIPNECH) has been proposed as a premalignant lesion, while in lung neuroendocrine carcinoma nicotine and smoke could be responsible for carcinogenic processes. Also, rare primary NENs such as thymic (T-NENs) and Merkel cell carcinoma (MCC) have been analyzed, finding different possible pathogenetic mechanisms. EXPERT OPINION New technologies in genomics and epigenomics are bringing new light to the pathogenetic landscape of NENs, but further studies are needed to improve both prevention and treatment in these heterogeneous neoplasms.
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Affiliation(s)
- Roberta Modica
- Endocrinology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Napoli, Italy
| | - Alessia Liccardi
- Endocrinology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Napoli, Italy
| | - Roberto Minotta
- Endocrinology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Napoli, Italy
| | - Giuseppe Cannavale
- Endocrinology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Napoli, Italy
| | - Elio Benevento
- Endocrinology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Napoli, Italy
| | - Annamaria Colao
- Endocrinology Unit, Department of Clinical Medicine and Surgery, Federico II University, Naples, Napoli, Italy
- UNESCO Chair "Education for Health and Sustainable Development, " Federico II University, Naples, Italy
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18
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Richter S, Steenblock C, Fischer A, Lemm S, Ziegler CG, Bechmann N, Nölting S, Pietzsch J, Ullrich M. Improving susceptibility of neuroendocrine tumors to radionuclide therapies: personalized approaches towards complementary treatments. Theranostics 2024; 14:17-32. [PMID: 38164150 PMCID: PMC10750207 DOI: 10.7150/thno.87345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/30/2023] [Indexed: 01/03/2024] Open
Abstract
Radionuclide therapies are an important tool for the management of patients with neuroendocrine neoplasms (NENs). Especially [131I]MIBG and [177Lu]Lu-DOTA-TATE are routinely used for the treatment of a subset of NENs, including pheochromocytomas, paragangliomas and gastroenteropancreatic tumors. Some patients suffering from other forms of NENs, such as medullary thyroid carcinoma or neuroblastoma, were shown to respond to radionuclide therapy; however, no general recommendations exist. Although [131I]MIBG and [177Lu]Lu-DOTA-TATE can delay disease progression and improve quality of life, complete remissions are achieved rarely. Hence, better individually tailored combination regimes are required. This review summarizes currently applied radionuclide therapies in the context of NENs and informs about recent advances in the development of theranostic agents that might enable targeting subgroups of NENs that previously did not respond to [131I]MIBG or [177Lu]Lu-DOTA-TATE. Moreover, molecular pathways involved in NEN tumorigenesis and progression that mediate features of radioresistance and are particularly related to the stemness of cancer cells are discussed. Pharmacological inhibition of such pathways might result in radiosensitization or general complementary antitumor effects in patients with certain genetic, transcriptomic, or metabolic characteristics. Finally, we provide an overview of approved targeted agents that might be beneficial in combination with radionuclide therapies in the context of a personalized molecular profiling approach.
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Affiliation(s)
- Susan Richter
- Institute for Clinical Chemistry and Laboratory Medicine, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Charlotte Steenblock
- Department of Internal Medicine III, University Clinic Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Alessa Fischer
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich (USZ), and University of Zurich (UZH), Zurich, Switzerland
| | - Sandy Lemm
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Faculty of Chemistry and Food Chemistry, School of Science, Technische Universität Dresden, Dresden, Germany
| | - Christian G. Ziegler
- Department of Internal Medicine III, University Clinic Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- University Hospital Würzburg, Division of Endocrinology and Diabetes, Würzburg, Germany
| | - Nicole Bechmann
- Institute for Clinical Chemistry and Laboratory Medicine, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Svenja Nölting
- Department of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Zurich (USZ), and University of Zurich (UZH), Zurich, Switzerland
- Department of Medicine IV, University Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jens Pietzsch
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
- Faculty of Chemistry and Food Chemistry, School of Science, Technische Universität Dresden, Dresden, Germany
| | - Martin Ullrich
- Department of Radiopharmaceutical and Chemical Biology, Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
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19
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Pietan L, Vaughn H, Howe JR, Bellizzi AM, Smith BJ, Darbro B, Braun T, Casavant T. Prioritization of Fluorescence In Situ Hybridization (FISH) Probes for Differentiating Primary Sites of Neuroendocrine Tumors with Machine Learning. Int J Mol Sci 2023; 24:17401. [PMID: 38139230 PMCID: PMC10743810 DOI: 10.3390/ijms242417401] [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: 10/31/2023] [Revised: 11/29/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
Determining neuroendocrine tumor (NET) primary sites is pivotal for patient care as pancreatic NETs (pNETs) and small bowel NETs (sbNETs) have distinct treatment approaches. The diagnostic power and prioritization of fluorescence in situ hybridization (FISH) assay biomarkers for establishing primary sites has not been thoroughly investigated using machine learning (ML) techniques. We trained ML models on FISH assay metrics from 85 sbNET and 59 pNET samples for primary site prediction. Exploring multiple methods for imputing missing data, the impute-by-median dataset coupled with a support vector machine model achieved the highest classification accuracy of 93.1% on a held-out test set, with the top importance variables originating from the ERBB2 FISH probe. Due to the greater interpretability of decision tree (DT) models, we fit DT models to ten dataset splits, achieving optimal performance with k-nearest neighbor (KNN) imputed data and a transformation to single categorical biomarker probe variables, with a mean accuracy of 81.4%, on held-out test sets. ERBB2 and MET variables ranked as top-performing features in 9 of 10 DT models and the full dataset model. These findings offer probabilistic guidance for FISH testing, emphasizing the prioritization of the ERBB2, SMAD4, and CDKN2A FISH probes in diagnosing NET primary sites.
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Affiliation(s)
- Lucas Pietan
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (L.P.); (H.V.); (T.B.)
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA
| | - Hayley Vaughn
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (L.P.); (H.V.); (T.B.)
- Stead Family Department of Pediatrics, University of Iowa, Iowa City, IA 52242, USA
| | - James R. Howe
- Healthcare Department of Surgery, University of Iowa, Iowa City, IA 52242, USA;
| | | | - Brian J. Smith
- Department of Biostatistics, University of Iowa, Iowa City, IA 52242, USA;
| | - Benjamin Darbro
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (L.P.); (H.V.); (T.B.)
- Stead Family Department of Pediatrics, University of Iowa, Iowa City, IA 52242, USA
| | - Terry Braun
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (L.P.); (H.V.); (T.B.)
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA
- Center for Bioinformatics and Computational Biology, University of Iowa, Iowa City, IA 52242, USA
| | - Thomas Casavant
- Interdisciplinary Graduate Program in Genetics, University of Iowa, Iowa City, IA 52242, USA; (L.P.); (H.V.); (T.B.)
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA 52242, USA
- Center for Bioinformatics and Computational Biology, University of Iowa, Iowa City, IA 52242, USA
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA
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20
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Dayton TL, Alcala N, Moonen L, den Hartigh L, Geurts V, Mangiante L, Lap L, Dost AFM, Beumer J, Levy S, van Leeuwaarde RS, Hackeng WM, Samsom K, Voegele C, Sexton-Oates A, Begthel H, Korving J, Hillen L, Brosens LAA, Lantuejoul S, Jaksani S, Kok NFM, Hartemink KJ, Klomp HM, Borel Rinkes IHM, Dingemans AM, Valk GD, Vriens MR, Buikhuisen W, van den Berg J, Tesselaar M, Derks J, Speel EJ, Foll M, Fernández-Cuesta L, Clevers H. Druggable growth dependencies and tumor evolution analysis in patient-derived organoids of neuroendocrine neoplasms from multiple body sites. Cancer Cell 2023; 41:2083-2099.e9. [PMID: 38086335 DOI: 10.1016/j.ccell.2023.11.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/06/2023] [Accepted: 11/08/2023] [Indexed: 12/18/2023]
Abstract
Neuroendocrine neoplasms (NENs) comprise well-differentiated neuroendocrine tumors (NETs) and poorly differentiated neuroendocrine carcinomas (NECs). Treatment options for patients with NENs are limited, in part due to lack of accurate models. We establish patient-derived tumor organoids (PDTOs) from pulmonary NETs and derive PDTOs from an understudied subtype of NEC, large cell neuroendocrine carcinoma (LCNEC), arising from multiple body sites. PDTOs maintain the gene expression patterns, intra-tumoral heterogeneity, and evolutionary processes of parental tumors. Through hypothesis-driven drug sensitivity analyses, we identify ASCL1 as a potential biomarker for response of LCNEC to treatment with BCL-2 inhibitors. Additionally, we discover a dependency on EGF in pulmonary NET PDTOs. Consistent with these findings, we find that, in an independent cohort, approximately 50% of pulmonary NETs express EGFR. This study identifies an actionable vulnerability for a subset of pulmonary NETs, emphasizing the utility of these PDTO models.
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Affiliation(s)
- Talya L Dayton
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands.
| | - Nicolas Alcala
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organisation (IARC/WHO), 69007 Lyon, France
| | - Laura Moonen
- Department of Pathology, GROW School for Oncology and Reproduction, Maastricht University Medical Centre, 6229 ER Maastricht, the Netherlands
| | - Lisanne den Hartigh
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands
| | - Veerle Geurts
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands
| | - Lise Mangiante
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organisation (IARC/WHO), 69007 Lyon, France
| | - Lisa Lap
- Department of Pathology, GROW School for Oncology and Reproduction, Maastricht University Medical Centre, 6229 ER Maastricht, the Netherlands
| | - Antonella F M Dost
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Sonja Levy
- Department of Medical Oncology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Rachel S van Leeuwaarde
- Department of Endocrine Oncology, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Wenzel M Hackeng
- Department of Pathology, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, the Netherlands
| | - Kris Samsom
- Department of Pathology, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands
| | - Catherine Voegele
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organisation (IARC/WHO), 69007 Lyon, France
| | - Alexandra Sexton-Oates
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organisation (IARC/WHO), 69007 Lyon, France
| | - Harry Begthel
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands
| | - Jeroen Korving
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands
| | - Lisa Hillen
- Department of Pathology, GROW School for Oncology and Reproduction, Maastricht University Medical Centre, 6229 ER Maastricht, the Netherlands
| | - Lodewijk A A Brosens
- Department of Pathology, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, the Netherlands
| | - Sylvie Lantuejoul
- Department of Biopathology, Pathology Research Platform- Synergie Lyon Cancer- CRCL, Centre Léon Bérard Unicancer, 69008 Lyon, France; Université Grenoble Alpes, Grenoble, France
| | - Sridevi Jaksani
- Hubrecht Organoid Technology, Utrecht 3584 CM, the Netherlands
| | - Niels F M Kok
- Department of Surgery, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands
| | - Koen J Hartemink
- Department of Surgery, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands
| | - Houke M Klomp
- Department of Surgery, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands
| | - Inne H M Borel Rinkes
- Department of Endocrine Surgical Oncology, University Medical Center Utrecht, Utrecht 3508 GA, the Netherlands
| | - Anne-Marie Dingemans
- Department of Pulmonary Diseases, GROW School for Oncology and and Reproduction, Maastricht University Medical Centre, Maastricht, the Netherlands; Department of Pulmonary Medicine, Erasmus MC Cancer Institute, University Medical Center, Rotterdam 3015 GD, the Netherlands
| | - Gerlof D Valk
- Department of Endocrine Oncology, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Menno R Vriens
- Department of Endocrine Surgical Oncology, University Medical Center Utrecht, Utrecht 3508 GA, the Netherlands
| | - Wieneke Buikhuisen
- Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands
| | - José van den Berg
- Department of Pathology, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands
| | - Margot Tesselaar
- Department of Medical Oncology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Jules Derks
- Department of Pulmonary Diseases, GROW School for Oncology and and Reproduction, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Ernst Jan Speel
- Department of Pathology, GROW School for Oncology and Reproduction, Maastricht University Medical Centre, 6229 ER Maastricht, the Netherlands
| | - Matthieu Foll
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organisation (IARC/WHO), 69007 Lyon, France
| | - Lynnette Fernández-Cuesta
- Rare Cancers Genomics Team (RCG), Genomic Epidemiology Branch (GEM), International Agency for Research on Cancer/World Health Organisation (IARC/WHO), 69007 Lyon, France.
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands.
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21
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Chen S, Sun L, Chen H, Li J, Lu C, Yang Y, Sun Y. Clinicopathological and genetic characteristics of gastric neuroendocrine tumour (NET) G3 and comparisons with neuroendocrine carcinoma and NET G2. Histopathology 2023; 83:700-711. [PMID: 37403531 DOI: 10.1111/his.15002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 06/13/2023] [Accepted: 06/20/2023] [Indexed: 07/06/2023]
Abstract
AIMS To characterise the clinicopathological and genetic characteristics of gastric neuroendocrine tumour G3 (gNET G3) and to compare them with those of gastric neuroendocrine carcinoma (gNEC) and gNET G2. METHODS AND RESULTS A total of 115 gastric neuroendocrine neoplasms (NENs) were included, of which gNET G3 was different from gNET G1/G2 in terms of tumour location (P = 0.029), number (P = 0.003), size (P = 0.010), the Ki67 index (P < 0.001), lymph node metastasis (P < 0.001) and TNM stage (P = 0.011), and different from gNEC/gastric mixed neuroendocrine-non-neuroendocrine neoplasm (gMiNEN) in terms of tumour size (P = 0.010) and the Ki67 index (P = 0.001). High-resolution copy number (CN) profiling and validation experiments showed CN gains and high expression of DLL3 in gNET G3. Hierarchical clustering analysis based on CN characteristics showed that gNET G3 was separated from gNEC but mixed with gNET G2. In gene set enrichment analysis, eight pathways were significantly enriched in gNEC when comparing gNET G3 and gNEC (P < 0.05), while no pathways were enriched when comparing gNET G3 and gNET G2. Whole-exome sequencing and validation experiments showed nonsense mutation of TP53 in one gNET G3, with wild-type staining for p53. In gNEC, TP53 mutations were detected in four of eight cases, and abnormal expression of p53 was detected in all cases. CONCLUSION Gastric NET G3 is a distinct entity with unique genetic characteristics, which are different from those of gNEC than gNET G2. Our results provide insight into some molecular alterations that may contribute to the development and progression of gNET G3 and serve as potential therapeutic targets.
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Affiliation(s)
- Shuai Chen
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Lin Sun
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Haozhu Chen
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Jiaxin Li
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Chenglu Lu
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Yichen Yang
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Yan Sun
- Department of Pathology, National Clinical Research Centre for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Centre for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
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22
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Abuzakhm SM, Sukrithan V, Fruth B, Qin R, Strosberg J, Hobday TJ, Semrad T, Reidy-Lagunes D, Kindler HL, Kim GP, Knox JJ, Kaubisch A, Villalona-Calero M, Chen H, Erlichman C, Shah MH. A phase II study of bevacizumab and temsirolimus in advanced extra-pancreatic neuroendocrine tumors. Endocr Relat Cancer 2023; 30:e220301. [PMID: 37702588 PMCID: PMC10585708 DOI: 10.1530/erc-22-0301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 08/21/2023] [Indexed: 09/14/2023]
Abstract
We assessed the efficacy and safety of combining bevacizumab with temsirolimus in patients with advanced extra-pancreatic neuroendocrine tumors. This NCI-sponsored multicenter, open-label, phase II study (NCT01010126) enrolled patients with advanced, recurrent, or metastatic extra-pancreatic neuroendocrine tumors. All patients were treated with temsirolimus and bevacizumab until disease progression or unacceptable toxicity. Temsirolimus 25 mg was administered i.v. on days 1, 8, 15, and 22 and bevacizumab 10 mg/kg i.v. on days 1 and 15 of a 4-week cycle. Discontinuation of temsirolimus or bevacizumab did not require discontinuation of the other agent. The primary endpoints were objective response rate and 6-month progression-free survival rate. Fifty-nine patients were enrolled in this study, and 54 were evaluated for efficacy and adverse events. While median progression-free survival was 7.1 months, the median duration of treatment with temsirolimus was 3.9 months and that with bevacizumab was 3.5 months. The objective response rate of combination therapy was 2%, and 6-month progression-free survival was 48%. The most frequently reported grade 3-4 adverse events included fatigue (13%), hypertension (13%), and bleeding (13%). Close to 54% of the patients discontinued treatment due to adverse events, refusal of further treatment, or treatment delays. Three deaths occurred in the study, of which two were due to treatment-related bowel perforations. Given the minimal efficacy and increased toxicity seen with the combination of bevacizumab and temsirolimus, we do not recommend the use of this regimen in patients with advanced extra-pancreatic neuroendocrine tumors.
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Affiliation(s)
| | | | | | - Rui Qin
- Janssen Pharmaceuticals, Raritan, NJ
| | | | | | | | | | | | - George P. Kim
- George Washington University Cancer Center, Washington, DC
| | | | | | | | - Helen Chen
- CTEP National Cancer Institute, Bethesda, MD
| | | | - Manisha H. Shah
- The Ohio State University Comprehensive Cancer Center, Columbus, OH
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23
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Postel MD, Darabi S, Howe JR, Liang WS, Craig DW, Demeure MJ. Multiomic sequencing of paired primary and metastatic small bowel carcinoids. F1000Res 2023; 12:417. [PMID: 37954063 PMCID: PMC10632590 DOI: 10.12688/f1000research.130251.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/15/2023] [Indexed: 11/14/2023] Open
Abstract
Background: Small bowel carcinoids are insidious tumors that are often metastatic when diagnosed. Limited mutation landscape studies of carcinoids indicate that these tumors have a relatively low mutational burden. The development of targeted therapies will depend upon the identification of mutations that drive the pathogenesis and metastasis of carcinoid tumors. Methods: Whole exome and RNA sequencing of 5 matched sets of normal tissue, primary small intestine carcinoid tumors, and liver metastases were investigated. Germline and somatic variants included: single nucleotide variants (SNVs), insertions/deletions (indels), structural variants, and copy number alterations (CNAs). The functional impact of mutations was predicted using Ensembl Variant Effect Predictor. Results: Large-scale CNAs were observed including the loss of chromosome 18 in all 5 metastases and 3/5 primary tumors. Certain somatic SNVs were metastasis-specific; including mutations in ATRX, CDKN1B, MXRA5 (leading to the activation of a cryptic splice site and loss of mRNA), SMARCA2, and the loss of UBE4B. Additional mutations in ATRX, and splice site loss of PYGL, leading to intron retention observed in primary and metastatic tumors. Conclusions: We observed novel mutations in primary/metastatic carcinoid tumor pairs, and some have been observed in other types of neuroendocrine tumors. We confirmed a previously observed loss of chromosome 18 and CDKN1B. Transcriptome sequencing added relevant information that would not have been appreciated with DNA sequencing alone. The detection of several splicing mutations on the DNA level and their consequences at the RNA level suggests that RNA splicing aberrations may be an important mechanism underlying carcinoid tumors.
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Affiliation(s)
- Mackenzie D. Postel
- Institute of Translational Genomics, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - Sourat Darabi
- Precision Medicine, Hoag Family Cancer Institute, Newport Beach, CA, 92663, USA
| | - James R. Howe
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | | | - David W. Craig
- Institute of Translational Genomics, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - Michael J. Demeure
- Precision Medicine, Hoag Family Cancer Institute, Newport Beach, CA, 92663, USA
- Translational Genomics Research Institute, Phoenix, AZ, USA
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24
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Liu M, Li N, Tang H, Chen L, Liu X, Wang Y, Lin Y, Luo Y, Wei S, Wen W, Chen M, Wang J, Zhang N, Chen J. The Mutational, Prognostic, and Therapeutic Landscape of Neuroendocrine Neoplasms. Oncologist 2023; 28:e723-e736. [PMID: 37086484 PMCID: PMC10485279 DOI: 10.1093/oncolo/oyad093] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 03/11/2023] [Indexed: 04/24/2023] Open
Abstract
BACKGROUND Neuroendocrine neoplasms (NENs) represent clinically and genetically heterogeneous malignancies, thus a comprehensive understanding of underlying molecular characteristics, prognostic signatures, and potential therapeutic targets is urgently needed. METHODS Next-generation sequencing (NGS) and immunohistochemistry were applied to acquire genomic and immune profiles of NENs from 47 patients. RESULTS Difference was distinguished based on differentiation grade and primary localization. Poorly differentiated neuroendocrine carcinomas (NECs) and well-differentiated neuroendocrine tumors (NETs) harbored distinct molecular features; we observed that tumor mutational burden (TMB) and tumor neoantigen burden (TNB) were significantly higher in NECs versus NETs. Notably, we identified a 7-gene panel (MLH3, NACA, NOTCH1, NPAP1, RANBP17, TSC2, and ZFHX4) as a novel prognostic signature in NENs; patients who carried mutations in any of the 7 genes exhibited significantly poorer survival. Furthermore, loss of heterozygosity (LOH) and germline homogeneity in human leukocyte antigen (HLA) are common in NENs, accounting for 39% and 36%, respectively. Notably, HLA LOH was an important prognostic biomarker for a subgroup of NEN patients. Finally, we analyzed clinically actionable targets in NENs, revealing that TMB high (TMB-H) or gene mutations in TP53, KRAS, and HRAS were the most frequently observed therapeutic indicators, which granted eligibility to immune checkpoint blockade (ICB) and targeted therapy. CONCLUSION Our study revealed heterogeneity of NENs, and identified novel prognostic signatures and potential therapeutic targets, which directing improvements of clinical management for NEN patients in the foreseeable future.
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Affiliation(s)
- Man Liu
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Na Li
- Department of Translational Medicine, YuceBio Technology Co., Ltd, Shenzhen, People’s Republic of China
| | - Hongzhen Tang
- Department of Medicine, YuceBio Technology Co., Ltd, Shenzhen, People’s Republic of China
| | - Luohai Chen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Xuemei Liu
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, People’s Republic of China
| | - Yu Wang
- Department of Interventional Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Yuan Lin
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Yanji Luo
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Shaozhen Wei
- Department of Translational Medicine, YuceBio Technology Co., Ltd, Shenzhen, People’s Republic of China
| | - Wenli Wen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Jiaqian Wang
- Department of Translational Medicine, YuceBio Technology Co., Ltd, Shenzhen, People’s Republic of China
| | - Ning Zhang
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Jie Chen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China
- Center for Neuroendocrine Tumors, Fudan University Shanghai Cancer Center, Shanghai, People’s Republic of China
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Li Y, Guo Y, Cheng Z, Tian C, Chen Y, Chen R, Yu F, Shi Y, Su F, Zhao S, Wang Z, Luo J, Tan H. Whole-exome sequencing of rectal neuroendocrine tumors. Endocr Relat Cancer 2023; 30:e220257. [PMID: 36645718 PMCID: PMC10450454 DOI: 10.1530/erc-22-0257] [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: 12/25/2022] [Accepted: 01/13/2023] [Indexed: 01/17/2023]
Abstract
The genetic characteristics of rectal neuroendocrine tumors (R-NETs) were poorly understood. Depicting the genetic characteristics may provide a biological basis for prognosis prediction and novel treatment development. Tissues of 18 R-NET patients were analyzed using whole-exome sequencing. The median tumor mutation burden (TMB) and microsatellite instability (MSI) were 1.15 Muts/MB (range, 0.03-23.28) and 0.36 (range, 0.00-10.97), respectively. Genes involved in P53 signaling, PI3K-AKT signaling, DNA damage repair, WNT signaling, etc. were frequently altered. Higher TMB (P = 0.078), higher CNV (P = 0.110), somatic mutation of CCDC168 (P = 0.049), HMCN1 (P = 0.040), MYO10 (P = 0.007), and amplification of ZC3H13 (P < 0.001) were associated with shorter OS. Potentially targetable gene alterations (PTGAs) were seen in 72% of the patients. FGFR1 amplification (22%) was the most common PTGA followed by BARD1 and BRCA2 mutation (each 17%). As for gene variations associated with the efficacy of immune checkpoint blockade (ICB), FAT1 alteration (39%) and PTEN depletion (28%) were commonly observed. In conclusion, frequently altered oncogenic pathways might contribute to the development and progression of R-NETs. Gene alterations significantly associated with prognosis might be potential novel targets. Targeted therapy might be a promising strategy as targetable alterations were prevalent in R-NETs. FAT1 alteration and PTEN depletion might be the main genetic alterations influencing the response to ICB besides overall low TMB and MSI in R-NETs.
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Affiliation(s)
- Yuanliang Li
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yiying Guo
- Department of Integrative Oncology, China-Japan Friendship Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Zixuan Cheng
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Chao Tian
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yingying Chen
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Ruao Chen
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Fuhuan Yu
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yanfen Shi
- Department of Pathology, China-Japan Friendship Hospital, Beijing, China
| | - Fei Su
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing, China
| | - Shuhua Zhao
- Department of Biological Information Research, HaploX Biotechnology Co., Ltd, Shenzhen, Guangdong, China
| | - Zhizheng Wang
- Academic Department, HaploX Biotechnology, Co., Ltd, Shenzhen, Guangdong, China
| | - Jie Luo
- Department of Pathology, China-Japan Friendship Hospital, Beijing, China
| | - Huangying Tan
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing University of Chinese Medicine, Beijing, China
- Department of Integrative Oncology, China-Japan Friendship Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- Department of Integrative Oncology, China-Japan Friendship Hospital, Beijing, China
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26
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Kiesewetter B, Melhorn P, Macheiner S, Wolff L, Kretschmer-Chott E, Haug A, Mazal P, Raderer M. Does the dose matter? Antiproliferative efficacy and toxicity of everolimus in patients with neuroendocrine tumors - Experiences from a tertiary referral center. J Neuroendocrinol 2023; 35:e13319. [PMID: 37485760 DOI: 10.1111/jne.13319] [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: 01/08/2023] [Revised: 05/12/2023] [Accepted: 06/26/2023] [Indexed: 07/25/2023]
Abstract
The mTOR-inhibitor everolimus has been approved for the treatment of advanced neuroendocrine tumors (NETs) but is associated with relevant toxicities in clinical practice. Hence, optimal treatment sequencing and the impact of dose reductions have yet to be clarified. This retrospective analysis assessed patients with advanced, well-differentiated NET treated with everolimus at the Medical University of Vienna. The primary objective was to evaluate the efficacy of everolimus in a real-world cohort. A total of 52 patients treated with everolimus for advanced NET grade 1 (G1) or G2 (or typical or atypical carcinoid) 2010-2021 were included in this analysis. The most common sites of origin were pancreas (44%) and lung (29%). The initial dose was decided by the treating physician based on clinical assessment and 25 patients (48%) each were started at 10 mg/day and 5 mg/day. Median progression-free survival (PFS) following everolimus in the overall cohort was 9.8 months (95% CI: 4.3-15.3), with a statistically significant PFS difference (p = .03) between NET G1/typical carcinoids (42.9 months) and NET G2/atypical carcinoids (8.9 months). PFS was numerically but not significantly shorter in patients treated with a reduced dose (7.5 months vs. 12.4 months, p = .359). Even in this mixed full/half dose cohort, 93% developed treatment-related side effects (mostly grade I, no grade IV), 63% had dose reductions or interruptions, and five stopped due to toxicity. Median survival following treatment was 40.9 months (95% CI: 21.5-60.3) and no difference with regard to dosing was observed (p = .517). These data from an unselected patient cohort show long-term outcomes similar to those reported in the pivotal studies. Comparing everolimus starting dose, median PFS did not significantly differ for patients treated at a lower dose. While this finding is limited by the sample size and warrants prospective verification, initiating therapy at a reduced dose might be practicable and safe in a distinct subset of patients.
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Affiliation(s)
- Barbara Kiesewetter
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Philipp Melhorn
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Simon Macheiner
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Ladislaia Wolff
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Elisabeth Kretschmer-Chott
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Alexander Haug
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria
| | - Peter Mazal
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Markus Raderer
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Vienna, Austria
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Mattiolo P, Gkountakos A, Centonze G, Bevere M, Piccoli P, Ammendola S, Pedrazzani C, Landoni L, Cingarlini S, Milella M, Milione M, Luchini C, Scarpa A, Simbolo M. Transcriptome analysis of primary sporadic neuroendocrine tumours of the intestine identified three different molecular subgroups. Pathol Res Pract 2023; 248:154674. [PMID: 37454491 DOI: 10.1016/j.prp.2023.154674] [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: 06/23/2023] [Revised: 07/03/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND Intestinal neuroendocrine tumours (I-NETs) represent a non-negligible entity among intestinal neoplasms, with metastatic spreading usually present at the time of diagnosis. In this context, effective molecular actionable targets are still lacking. Through transcriptome analysis, we aim at refining the molecular taxonomy of I-NETs, also providing insights towards the identification of new therapeutic vulnerabilities. MATERIALS AND METHODS A retrospective series of 38 primary sporadic, surgically-resected I-NETs were assessed for transcriptome profiling of 20,815 genes. RESULTS Transcriptome analysis detected 643 highly expressed genes. Unsupervised hierarchical clustering, differential expression analysis and gene set enriched analysis identified three different tumour clusters (CL): CL-A, CL-B, CL-C. CL-A showed the overexpression of ARGFX, BIRC8, NANOS2, and SSTR4 genes. Its most characterizing signatures were those related to cell-junctions, and activation of mTOR and WNT pathway. CL-A was also enriched in T CD8 + lymphocytes. CL-B showed the overexpression of PCSK1, QPCT, ST18, and TPH1 genes. Its most characterizing signatures were those related to adipogenesis, neuroendocrine metabolism, and splice site machinery-related processes. CL-B was also enriched in T CD4 + lymphocytes. CL-C showed the overexpression of ALB, ANG, ARG1, and HP genes. Its most characterizing signatures were complement/coagulation and xenobiotic metabolism. CL-C was also enriched in M1/2 macrophages. These CL-based differences may have therapeutic implications in refining the management of I-NET patients. At last, we described a specific gene-set for differentiating I-NET from pancreatic NET. DISCUSSION Our data represent an additional step for refining the molecular taxonomy of I-NET, identifying novel transcriptome subgroups with different biology and therapeutic opportunities.
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Affiliation(s)
- Paola Mattiolo
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Anastasios Gkountakos
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Giovanni Centonze
- Pathology Unit 1, Pathology and Laboratory Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Michele Bevere
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Paola Piccoli
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Serena Ammendola
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Corrado Pedrazzani
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology, and Pediatrics, University and Hospital Trust of Verona, Verona, Italy
| | - Luca Landoni
- General and Pancreatic Surgery Department, Pancreas Institute, University and Hospital Trust of Verona, Verona, Italy
| | - Sara Cingarlini
- Department of Medicine, Section of Medical Oncology, University and Hospital Trust of Verona, Verona, Italy
| | - Michele Milella
- Department of Medicine, Section of Medical Oncology, University and Hospital Trust of Verona, Verona, Italy
| | - Massimo Milione
- Pathology Unit 1, Pathology and Laboratory Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy; ARC-Net Research Centre, University and Hospital Trust of Verona, Verona, Italy
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy; ARC-Net Research Centre, University and Hospital Trust of Verona, Verona, Italy
| | - Michele Simbolo
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy.
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28
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Blázquez-Encinas R, Moreno-Montilla MT, García-Vioque V, Gracia-Navarro F, Alors-Pérez E, Pedraza-Arevalo S, Ibáñez-Costa A, Castaño JP. The uprise of RNA biology in neuroendocrine neoplasms: altered splicing and RNA species unveil translational opportunities. Rev Endocr Metab Disord 2023; 24:267-282. [PMID: 36418657 PMCID: PMC9685014 DOI: 10.1007/s11154-022-09771-4] [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] [Accepted: 11/15/2022] [Indexed: 11/25/2022]
Abstract
Neuroendocrine neoplasms (NENs) comprise a highly heterogeneous group of tumors arising from the diffuse neuroendocrine system. NENs mainly originate in gastrointestinal, pancreatic, and pulmonary tissues, and despite being rare, show rising incidence. The molecular mechanisms underlying NEN development are still poorly understood, although recent studies are unveiling their genomic, epigenomic and transcriptomic landscapes. RNA was originally considered as an intermediary between DNA and protein. Today, compelling evidence underscores the regulatory relevance of RNA processing, while new RNA molecules emerge with key functional roles in core cell processes. Indeed, correct functioning of the interrelated complementary processes comprising RNA biology, its processing, transport, and surveillance, is essential to ensure adequate cell homeostasis, and its misfunction is related to cancer at multiple levels. This review is focused on the dysregulation of RNA biology in NENs. In particular, we survey alterations in the splicing process and available information implicating the main RNA species and processes in NENs pathology, including their role as biomarkers, and their functionality and targetability. Understanding how NENs precisely (mis)behave requires a profound knowledge at every layer of their heterogeneity, to help improve NEN management. RNA biology provides a wide spectrum of previously unexplored processes and molecules that open new avenues for NEN detection, classification and treatment. The current molecular biology era is rapidly evolving to facilitate a detailed comprehension of cancer biology and is enabling the arrival of personalized, predictive and precision medicine to rare tumors like NENs.
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Affiliation(s)
- Ricardo Blázquez-Encinas
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain
| | - María Trinidad Moreno-Montilla
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain
| | - Víctor García-Vioque
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain
| | - Francisco Gracia-Navarro
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain
| | - Emilia Alors-Pérez
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain
| | - Sergio Pedraza-Arevalo
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain
| | - Alejandro Ibáñez-Costa
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain.
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain.
- Hospital Universitario Reina Sofía, Córdoba, Spain.
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain.
| | - Justo P Castaño
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain.
- Department of Cell Biology, Physiology, and Immunology, University of Córdoba, Córdoba, Spain.
- Hospital Universitario Reina Sofía, Córdoba, Spain.
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición, (CIBERobn), Córdoba, Spain.
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29
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Smith J, Barnett E, Rodger EJ, Chatterjee A, Subramaniam RM. Neuroendocrine Neoplasms: Genetics and Epigenetics. PET Clin 2023; 18:169-187. [PMID: 36858744 DOI: 10.1016/j.cpet.2022.11.003] [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: 03/02/2023]
Abstract
Neuroendocrine neoplasms (NENs) are a group of rare, heterogeneous tumors of neuroendocrine cell origin, affecting a range of different organs. The clinical management of NENs poses significant challenges, as tumors are often diagnosed at an advanced stage where overall survival remains poor with current treatment regimens. In addition, a host of complex and often unique molecular changes underpin the pathobiology of each NEN subtype. Exploitation of the unique genetic and epigenetic signatures driving each NEN subtype provides an opportunity to enhance the diagnosis, treatment, and monitoring of NEN in an emerging era of individualized medicine.
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Affiliation(s)
- Jim Smith
- Department of Pathology, Dunedin School of Medicine, University of Otago, PO Box 56, Dunedin 9054, New Zealand; Te Whatu Ora - Southern, Dunedin Public Hospital, 270 Great King Street, PO Box 913, Dunedin, New Zealand.
| | - Edward Barnett
- Department of Pathology, Dunedin School of Medicine, University of Otago, PO Box 56, Dunedin 9054, New Zealand
| | - Euan J Rodger
- Department of Pathology, Dunedin School of Medicine, University of Otago, PO Box 56, Dunedin 9054, New Zealand
| | - Aniruddha Chatterjee
- Department of Pathology, Dunedin School of Medicine, University of Otago, PO Box 56, Dunedin 9054, New Zealand
| | - Rathan M Subramaniam
- Department of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin 9054, New Zealand; Department of Radiology, Duke University, 2301 Erwin Rd, BOX 3808, Durham, NC 27705, USA
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30
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Li L, Jiang D, Liu H, Guo C, Zhao R, Zhang Q, Xu C, Qin Z, Feng J, Liu Y, Wang H, Chen W, Zhang X, Li B, Bai L, Tian S, Tan S, Yu Z, Chen L, Huang J, Zhao JY, Hou Y, Ding C. Comprehensive proteogenomic characterization of early duodenal cancer reveals the carcinogenesis tracks of different subtypes. Nat Commun 2023; 14:1751. [PMID: 36991000 PMCID: PMC10060430 DOI: 10.1038/s41467-023-37221-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 03/07/2023] [Indexed: 03/31/2023] Open
Abstract
The subtypes of duodenal cancer (DC) are complicated and the carcinogenesis process is not well characterized. We present comprehensive characterization of 438 samples from 156 DC patients, covering 2 major and 5 rare subtypes. Proteogenomics reveals LYN amplification at the chromosome 8q gain functioned in the transmit from intraepithelial neoplasia phase to infiltration tumor phase via MAPK signaling, and illustrates the DST mutation improves mTOR signaling in the duodenal adenocarcinoma stage. Proteome-based analysis elucidates stage-specific molecular characterizations and carcinogenesis tracks, and defines the cancer-driving waves of the adenocarcinoma and Brunner's gland subtypes. The drug-targetable alanyl-tRNA synthetase (AARS1) in the high tumor mutation burden/immune infiltration is significantly enhanced in DC progression, and catalyzes the lysine-alanylation of poly-ADP-ribose polymerases (PARP1), which decreases the apoptosis of cancer cells, eventually promoting cell proliferation and tumorigenesis. We assess the proteogenomic landscape of early DC, and provide insights into the molecular features corresponding therapeutic targets.
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Affiliation(s)
- Lingling Li
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Dongxian Jiang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Hui Liu
- State Key Laboratory Cell Differentiation and Regulation, Overseas Expertise Introduction Center for Discipline Innovation of Pulmonary Fibrosis, (111 Project), College of Life Science, Henan Normal University, Xinxiang, 453007, China
| | - Chunmei Guo
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Rui Zhao
- Institute for Development and Regenerative Cardiovascular Medicine, MOE-Shanghai Key Laboratory of Children's Environmental Health, Xinhua HospitalShanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Qiao Zhang
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Chen Xu
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Zhaoyu Qin
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Jinwen Feng
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Yang Liu
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Haixing Wang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Weijie Chen
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Xue Zhang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Bin Li
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Lin Bai
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Sha Tian
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Subei Tan
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China
| | - Zixiang Yu
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Lingli Chen
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Jie Huang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Jian-Yuan Zhao
- Institute for Development and Regenerative Cardiovascular Medicine, MOE-Shanghai Key Laboratory of Children's Environmental Health, Xinhua HospitalShanghai Jiao Tong University School of Medicine, Shanghai, 200092, China.
- Department of Anatomy and Neuroscience Research Institute, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, China.
| | - Yingyong Hou
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
| | - Chen Ding
- State Key Laboratory of Genetic Engineering and Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Institute of Biomedical Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, 200433, China.
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Almobarak B, Amlani V, Inge L, Hofving T, Muth A, Nilsson O, Johansson M, Arvidsson Y, Elias E. Exposure to nonanoic acid alters small intestinal neuroendocrine tumor phenotype. BMC Cancer 2023; 23:267. [PMID: 36959559 PMCID: PMC10035137 DOI: 10.1186/s12885-023-10722-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 03/09/2023] [Indexed: 03/25/2023] Open
Abstract
Background Small intestinal neuroendocrine tumors (SI-NET) are highly differentiated and genetically stable malignant tumors, yet they often present with advanced metastatic spread at the time of diagnosis. In contrast to many other types of malignant tumors, primary SI-NET are often asymptomatic and typically smaller in size compared to adjacent lymph node metastases. This study explores the hypothesis that stimulating the chemosensing olfactory receptor 51E1 (OR51E1) decreases SI-NET proliferation suggesting a mechanism that explains a difference in proliferative rate based on tumor location. Methods Clinical data was used to address difference in tumor size depending on location. A SI-NET tissue microarray was used to evaluate expression of OR51E1 and olfactory marker protein (OMP). Primary cultured tumor cells from 5 patients were utilized to determine the effect of OR51E1 agonist nonanoic acid on metabolic activity. The SI-NET cell line GOT1 was used to determine effects of nonanoic acid on the transcriptome as well as long-term effects of nonanoic acid exposure with regards to cell proliferation, serotonin secretion, alterations of the cell-cycle and morphology. Results Tumor size differed significantly based on location. OR51E1 and OMP were generally expressed in SI-NET. Primary SI-NET cells responded to nonanoic acid with a dose dependent altered metabolic activity and this was replicated in the GOT1 cell line but not in the MCF10A control cell line. Nonanoic acid treatment in GOT1 cells upregulated transcripts related to neuroendocrine differentiation and hormone secretion. Long-term nonanoic acid treatment of GOT1 cells decreased proliferation, induced senescence, and altered cell morphology. Conclusion Our results raise the possibility that exposure of intraluminal metabolites could represent a mechanism determining aspects of the SI-NET tumor phenotype. However, we could not causally link the observed effects of nonanoic acid exposure to the OR51E1 receptor. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-023-10722-8.
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Affiliation(s)
- Bilal Almobarak
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
| | - Vishal Amlani
- grid.1649.a000000009445082XDepartment of Vascular Surgery, Sahlgrenska University Hospital, Gothenburg, 413 45 Sweden
- grid.8761.80000 0000 9919 9582Institute of Medicine, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, 405 30 Sweden
| | - Linda Inge
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
| | - Tobias Hofving
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
| | - Andreas Muth
- grid.8761.80000 0000 9919 9582Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, 405 30 Sweden
- grid.1649.a000000009445082XSection for Endocrine and Sarcoma surgery, Department of Surgery, Sahlgrenska University Hospital, Gothenburg, 413 45 Sweden
| | - Ola Nilsson
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
- grid.1649.a000000009445082XDepartment of Pathology, Sahlgrenska University Hospital, Gothenburg, 413 45 Sweden
- grid.8761.80000 0000 9919 9582Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, 405 30 Sweden
| | - Martin Johansson
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
- grid.1649.a000000009445082XDepartment of Pathology, Sahlgrenska University Hospital, Gothenburg, 413 45 Sweden
- grid.8761.80000 0000 9919 9582Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, 405 30 Sweden
| | - Yvonne Arvidsson
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
- grid.1649.a000000009445082XDepartment of Pathology, Sahlgrenska University Hospital, Gothenburg, 413 45 Sweden
- grid.8761.80000 0000 9919 9582Department of Pathology and Genetics, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, 405 30 Sweden
| | - Erik Elias
- grid.8761.80000 0000 9919 9582Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Box 425, Gothenburg, 405 30 Sweden
- grid.8761.80000 0000 9919 9582Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, 405 30 Sweden
- grid.1649.a000000009445082XSection for Endocrine and Sarcoma surgery, Department of Surgery, Sahlgrenska University Hospital, Gothenburg, 413 45 Sweden
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Sei Y, Feng J, Zhao X, Dagur P, McCoy JP, Merchant JL, Wank SA. Tissue- and cell-specific properties of enterochromaffin cells affect the fate of tumorigenesis toward nonendocrine adenocarcinoma of the small intestine. Am J Physiol Gastrointest Liver Physiol 2023; 324:G177-G189. [PMID: 36537709 PMCID: PMC9925174 DOI: 10.1152/ajpgi.00205.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/16/2022] [Accepted: 12/14/2022] [Indexed: 01/31/2023]
Abstract
Small intestinal neuroendocrine tumors (SI-NETs) are serotonin-secreting well-differentiated neuroendocrine tumors of putative enterochromaffin (EC) cell origin. However, EC cell-derived tumorigenesis remains poorly understood. Here, we examined whether the gain of Myc and the loss of RB1 and Trp53 function in EC cells result in SI-NET using tryptophan hydroxylase 1 (TPH1) Cre-ERT2-driven RB1fl Trp53fl MycLSL (RPM) mice. TPH1-Cre-induced gain of Myc and loss of RB1 and Trp53 function resulted in endocrine or neuronal tumors in pancreas, lung, enteric neurons, and brain. Lineage tracing indicated that the cellular origin for these tumors was TPH1-expressing neuroendocrine, neuronal, or their precursor cells in these organs. However, despite that TPH1 is most highly expressed in EC cells of the small intestine, we observed no incidence of EC cell tumors. Instead, the tumor of epithelial cell origin in the intestine was exclusively nonendocrine adenocarcinoma, suggesting dedifferentiation of EC cells into intestinal stem cells (ISCs) as a cellular mechanism. Furthermore, ex vivo organoid studies indicated that loss of functions of Rb1 and Trp53 accelerated dedifferentiation of EC cells that were susceptible to apoptosis with expression of activated MycT58A, suggesting that the rare dedifferentiating cells escaping cell death went on to develop adenocarcinomas. Lineage tracing demonstrated that EC cells in the small intestine were short-lived compared with neuroendocrine or neuronal cells in other organs. In contrast, EC cell-derived ISCs were long-lasting and actively cycling and thus susceptible to transformation. These results suggest that tissue- and cell-specific properties of EC cells such as rapid cell turnover and homeostatic dedifferentiation, affect the fate and rate of tumorigenesis induced by genetic alterations and provide important insights into EC cell-derived tumorigenesis.NEW & NOTEWORTHY Small intestinal neuroendocrine tumors are of putative enterochromaffin (EC) cell origin and are the most common malignancy in the small intestine, followed by adenocarcinoma. However, the tumorigenesis of these tumor types remains poorly understood. The present lineage tracing studies showed that tissue- and cell-specific properties of EC cells such as rapid cell turnover and homeostatic dedifferentiation affect the fate and rate of tumorigenesis induced by genetic alterations toward a rare occurrence of adenocarcinoma.
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Affiliation(s)
- Yoshitatsu Sei
- Digestive Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Jianying Feng
- Digestive Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Xilin Zhao
- Digestive Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Pradeep Dagur
- Flow Cytometry Core Facility, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - J Philip McCoy
- Flow Cytometry Core Facility, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Juanita L Merchant
- Department of Internal Medicine-Gastroenterology, University of Arizona, Tuscan, Arizona
| | - Stephen A Wank
- Digestive Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
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Li Z, Yang Y, Wu K, Li Y, Shi M. Myeloid leukemia factor 1: A "double-edged sword" in health and disease. Front Oncol 2023; 13:1124978. [PMID: 36814822 PMCID: PMC9939472 DOI: 10.3389/fonc.2023.1124978] [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: 12/15/2022] [Accepted: 01/17/2023] [Indexed: 02/08/2023] Open
Abstract
The occurrence and development of malignancies are closely related to abnormal cell cycle regulation. Myeloid leukemia factor 1 (MLF1) is a small nucleocytoplasmic shuttling protein associated with cell cycle exit, apoptosis, and certain immune functions. Therefore, it is pertinent to explore the role of MLF1 in health and diseases. Studies to date have suggested that MLF1 could act as a double-edged sword, regulating biochemical activities directly or indirectly. In hematopoietic cells, it serves as a protective factor for the development of lineages, and in malignancies, it serves as an oncogenesis factor. The diversity of its functions depends on the binding partners, including tumor inhibitors, scaffolding molecules, mitochondrial membrane proteins, and transcription factors. Emerging evidence indicates that MLF1 influences immune responses as well. This paper reviews the structure, biological function, and research progress on MLF1 in health and diseases to provide new insights for future research.
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Affiliation(s)
- Zixuan Li
- Department of Hematology, the First Affiliated Hospital of Kunming Medical University, Kunming, China,Hematology Research Center of Yunnan Province, Kunming, China
| | - Yuanyuan Yang
- Department of Hematology, the First Affiliated Hospital of Kunming Medical University, Kunming, China,Hematology Research Center of Yunnan Province, Kunming, China
| | - Kun Wu
- Department of Clinical Laboratory, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yuntao Li
- Department of Hematology, the First Affiliated Hospital of Kunming Medical University, Kunming, China,Hematology Research Center of Yunnan Province, Kunming, China
| | - Mingxia Shi
- Department of Hematology, the First Affiliated Hospital of Kunming Medical University, Kunming, China,Hematology Research Center of Yunnan Province, Kunming, China,*Correspondence: Mingxia Shi,
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D’Agosto S, Fiorini E, Pezzini F, Delfino P, Simbolo M, Vicentini C, Andreani S, Capelli P, Rusev B, Lawlor RT, Bassi C, Landoni L, Pea A, Luchini C, Scarpa A, Corbo V. Long-term organoid culture of a small intestinal neuroendocrine tumor. Front Endocrinol (Lausanne) 2023; 14:999792. [PMID: 37082125 PMCID: PMC10112019 DOI: 10.3389/fendo.2023.999792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 03/02/2023] [Indexed: 04/22/2023] Open
Abstract
Gastroenteropancreatic neuroendocrine tumors (GEP-NETs) are rare and highly heterogeneous neoplasms whose incidence has markedly increased over the last decades. A grading system based on the tumor cells' proliferation index predicts high-risk for G3 NETs. However, low-to-intermediate grade (G1/G2) NETs have an unpredictable clinical course that varies from indolent to highly malignant. Cultures of human cancer cells enable to perform functional perturbation analyses that are instrumental to enhance our understanding of cancer biology. To date, no tractable and reliable long-term culture of G1/G2 NET has been reported to permit disease modeling and pharmacological screens. Here, we report of the first long-term culture of a G2 metastatic small intestinal NET that preserves the main genetic drivers of the tumor and retains expression patterns of the endocrine cell lineage. Replicating the tissue, this long-term culture showed a low proliferation index, and yet it could be propagated continuously without dramatic changes in the karyotype. The model was readily available for pharmacological screens using targeted agents and as expected, showed low tumorigenic capacity in vivo. Overall, this is the first long-term culture of NETs to faithfully recapitulate many aspects of the original neuroendocrine tumor.
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Affiliation(s)
- Sabrina D’Agosto
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Elena Fiorini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Francesco Pezzini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Pietro Delfino
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Michele Simbolo
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Caterina Vicentini
- Centre for Applied Research on Cancer (ARC-Net) Research Centre, University of Verona, Verona, Italy
| | - Silvia Andreani
- Centre for Applied Research on Cancer (ARC-Net) Research Centre, University of Verona, Verona, Italy
| | - Paola Capelli
- Azienda Ospedaliera Integrata dell’Università di Verona, Verona, Italy
| | - Borislav Rusev
- Centre for Applied Research on Cancer (ARC-Net) Research Centre, University of Verona, Verona, Italy
| | - Rita T. Lawlor
- Centre for Applied Research on Cancer (ARC-Net) Research Centre, University of Verona, Verona, Italy
| | - Claudio Bassi
- Pancreas Institute, Department of Surgery, University and Hospital Trust of Verona, Verona, Italy
| | - Luca Landoni
- Pancreas Institute, Department of Surgery, University and Hospital Trust of Verona, Verona, Italy
| | - Antonio Pea
- Pancreas Institute, Department of Surgery, University and Hospital Trust of Verona, Verona, Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
- Centre for Applied Research on Cancer (ARC-Net) Research Centre, University of Verona, Verona, Italy
| | - Vincenzo Corbo
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
- Centre for Applied Research on Cancer (ARC-Net) Research Centre, University of Verona, Verona, Italy
- *Correspondence: Vincenzo Corbo,
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Greenberg J, Limberg J, Verma A, Kim D, Chen X, Lee YJ, Moore MD, Ullmann TM, Thiesmeyer JW, Loewenstein Z, Chen KJ, Egan CE, Stefanova D, Bareja R, Zarnegar R, Finnerty BM, Scognamiglio T, Du YCN, Elemento O, Fahey TJ, Min IM. Metastatic pancreatic neuroendocrine tumors feature elevated T cell infiltration. JCI Insight 2022; 7:160130. [PMID: 36301668 PMCID: PMC9746918 DOI: 10.1172/jci.insight.160130] [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: 03/14/2022] [Accepted: 10/26/2022] [Indexed: 01/12/2023] Open
Abstract
Pancreatic neuroendocrine tumors (PNETs) are malignancies arising from the islets of Langerhans. Therapeutic options are limited for the over 50% of patients who present with metastatic disease. We aimed to identify mechanisms to remodel the PNET tumor microenvironment (TME) to ultimately enhance susceptibility to immunotherapy. The TMEs of localized and metastatic PNETs were investigated using an approach that combines RNA-Seq, cancer and T cell profiling, and pharmacologic perturbations. RNA-Seq analysis indicated that the primary tumors of metastatic PNETs showed significant activation of inflammatory and immune-related pathways. We determined that metastatic PNETs featured increased numbers of tumor-infiltrating T cells compared with localized tumors. T cells isolated from both localized and metastatic PNETs showed evidence of recruitment and antigen-dependent activation, suggestive of an immune-permissive microenvironment. A computational analysis suggested that vorinostat, a histone deacetylase inhibitor, may perturb the transcriptomic signature of metastatic PNETs. Treatment of PNET cell lines with vorinostat increased chemokine CCR5 expression by NF-κB activation. Vorinostat treatment of patient-derived metastatic PNET tissues augmented recruitment of autologous T cells, and this augmentation was substantiated in a mouse model of PNET. Pharmacologic induction of chemokine expression may represent a promising approach for enhancing the immunogenicity of metastatic PNET TMEs.
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Affiliation(s)
| | | | - Akanksha Verma
- Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, and
| | - David Kim
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Xiang Chen
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA
| | | | | | | | | | | | | | | | | | - Rohan Bareja
- Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, and
| | | | | | - Theresa Scognamiglio
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Yi-Chieh Nancy Du
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Olivier Elemento
- Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, and
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López-Garrido MP, Carrascosa-Romero MC, Montero-Hernández M, Serrano-Martínez CM, Sánchez-Sánchez F. Case Report: Precision genetic diagnosis in a case of Dyggve-Melchior-Clausen syndrome reveals paternal isodisomy and heterodisomy of chromosome 18 with imprinting clinical implications. Front Genet 2022; 13:1005573. [PMID: 36468000 PMCID: PMC9716064 DOI: 10.3389/fgene.2022.1005573] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 11/02/2022] [Indexed: 02/19/2024] Open
Abstract
A twelve-year-old patient with a previous clinical diagnosis of spondylocostal skeletal dysplasia and moderate intellectual disability was genetically analyzed through next generation sequencing of a targeted gene panel of 179 genes associated to skeletal dysplasia and mucopolysaccharidosis in order to stablish a precision diagnosis. A homozygous nonsense [c.62C>G; p.(Ser21Ter)] mutation in DYM gene was identified in the patient. Null mutations in DYM have been associated to Dyggve-Melchior-Clausen syndrome, which is a rare autosomal-recessive disorder characterized by skeletal dysplasia and mental retardation, compatible with the patient´s phenotype. To confirm the pathogenicity of this mutation, a segregation analysis was carried out, revealing that the mutation p(Ser21Ter) was solely inherited from the father, who is a carrier of the mutation, while the mother does not carry the mutation. With the suspicion that a paternal disomy could be causing the disease, a series of microsatellite markers in chromosome 18, where the DYM gene is harbored, was analyzed in all the members of the family. Haplotype analysis provided strong evidence of paternal isodisomy and heterodisomy in that chromosome, confirming the pathological effect of this mutation. Furthermore, the patient may have a compromised expression of the ELOA3 gene due to modifications in the genomic imprinting that may potentially increase the risk of digestive cancer. All these results highlight the importance of obtaining a precision diagnosis in rare diseases.
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Affiliation(s)
- María-Pilar López-Garrido
- Laboratorio de Genética Médica, Instituto de Investigación en Discapacidades Neurológicas (IDINE), Facultad de Medicina de Ciudad Real, Universidad de Castilla-La Mancha (UCLM), Albacete, Spain
| | | | - Minerva Montero-Hernández
- Laboratorio de Genética Médica, Instituto de Investigación en Discapacidades Neurológicas (IDINE), Facultad de Medicina de Albacete, Universidad de Castilla-La Mancha (UCLM), Spain
| | - Caridad-María Serrano-Martínez
- Laboratorio de Genética Médica, Instituto de Investigación en Discapacidades Neurológicas (IDINE), Facultad de Medicina de Albacete, Universidad de Castilla-La Mancha (UCLM), Spain
| | - Francisco Sánchez-Sánchez
- Laboratorio de Genética Médica, Instituto de Investigación en Discapacidades Neurológicas (IDINE), Facultad de Medicina de Albacete, Universidad de Castilla-La Mancha (UCLM), Spain
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37
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Islam SA, Díaz-Gay M, Wu Y, Barnes M, Vangara R, Bergstrom EN, He Y, Vella M, Wang J, Teague JW, Clapham P, Moody S, Senkin S, Li YR, Riva L, Zhang T, Gruber AJ, Steele CD, Otlu B, Khandekar A, Abbasi A, Humphreys L, Syulyukina N, Brady SW, Alexandrov BS, Pillay N, Zhang J, Adams DJ, Martincorena I, Wedge DC, Landi MT, Brennan P, Stratton MR, Rozen SG, Alexandrov LB. Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor. CELL GENOMICS 2022; 2:None. [PMID: 36388765 PMCID: PMC9646490 DOI: 10.1016/j.xgen.2022.100179] [Citation(s) in RCA: 106] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 04/10/2022] [Accepted: 08/31/2022] [Indexed: 12/09/2022]
Abstract
Mutational signature analysis is commonly performed in cancer genomic studies. Here, we present SigProfilerExtractor, an automated tool for de novo extraction of mutational signatures, and benchmark it against another 13 bioinformatics tools by using 34 scenarios encompassing 2,500 simulated signatures found in 60,000 synthetic genomes and 20,000 synthetic exomes. For simulations with 5% noise, reflecting high-quality datasets, SigProfilerExtractor outperforms other approaches by elucidating between 20% and 50% more true-positive signatures while yielding 5-fold less false-positive signatures. Applying SigProfilerExtractor to 4,643 whole-genome- and 19,184 whole-exome-sequenced cancers reveals four novel signatures. Two of the signatures are confirmed in independent cohorts, and one of these signatures is associated with tobacco smoking. In summary, this report provides a reference tool for analysis of mutational signatures, a comprehensive benchmarking of bioinformatics tools for extracting signatures, and several novel mutational signatures, including one putatively attributed to direct tobacco smoking mutagenesis in bladder tissues.
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Affiliation(s)
- S.M. Ashiqul Islam
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Marcos Díaz-Gay
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Yang Wu
- Centre for Computational Biology and Programme in Cancer & Stem Cell Biology, Duke NUS Medical School, Singapore 169857, Singapore
| | - Mark Barnes
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Raviteja Vangara
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Erik N. Bergstrom
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Yudou He
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Mike Vella
- NVIDIA Corporation, 2788 San Tomas Expressway, Santa Clara, CA 95051, USA
| | - Jingwei Wang
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Jon W. Teague
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Peter Clapham
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Sarah Moody
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Sergey Senkin
- Genetic Epidemiology Group, International Agency for Research on Cancer, Cedex 08, 69372 Lyon, France
| | - Yun Rose Li
- Departments of Radiation Oncology and Cancer Genetics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Laura Riva
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Andreas J. Gruber
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7LF, UK
- Manchester Cancer Research Centre, The University of Manchester, Manchester M20 4GJ, UK
- Department of Biology, University of Konstanz, Universitaetsstrasse 10, D-78464 Konstanz, Germany
| | - Christopher D. Steele
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK
| | - Burçak Otlu
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Azhar Khandekar
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Ammal Abbasi
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
| | - Laura Humphreys
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | | | - Samuel W. Brady
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Boian S. Alexandrov
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Nischalan Pillay
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | - Jinghui Zhang
- Department of Computational Biology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - David J. Adams
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Iñigo Martincorena
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - David C. Wedge
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7LF, UK
- Manchester Cancer Research Centre, The University of Manchester, Manchester M20 4GJ, UK
| | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20892, USA
| | - Paul Brennan
- Genetic Epidemiology Group, International Agency for Research on Cancer, Cedex 08, 69372 Lyon, France
| | - Michael R. Stratton
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge CB10 1SA, UK
| | - Steven G. Rozen
- Centre for Computational Biology and Programme in Cancer & Stem Cell Biology, Duke NUS Medical School, Singapore 169857, Singapore
| | - Ludmil B. Alexandrov
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA 92093, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA 92037, USA
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McClellan K, Chen EY, Kardosh A, Lopez CD, Del Rivero J, Mallak N, Rocha FG, Koethe Y, Pommier R, Mittra E, Pegna GJ. Therapy Resistant Gastroenteropancreatic Neuroendocrine Tumors. Cancers (Basel) 2022; 14:4769. [PMID: 36230691 PMCID: PMC9563314 DOI: 10.3390/cancers14194769] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/24/2022] [Accepted: 09/28/2022] [Indexed: 11/16/2022] Open
Abstract
Gastroenteropancreatic neuroendocrine tumors (GEP-NETs) are a heterogenous group of malignancies originating from neuroendocrine cells of the gastrointestinal tract, the incidence of which has been increasing for several decades. While there has been significant progress in the development of therapeutic options for patients with advanced or metastatic disease, these remain limited both in quantity and durability of benefit. This review examines the latest research elucidating the mechanisms of both up-front resistance and the eventual development of resistance to the primary systemic therapeutic options including somatostatin analogues, peptide receptor radionuclide therapy with lutetium Lu 177 dotatate, everolimus, sunitinib, and temozolomide-based chemotherapy. Further, potential strategies for overcoming these mechanisms of resistance are reviewed in addition to a comprehensive review of ongoing and planned clinical trials addressing this important challenge.
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Affiliation(s)
- Kristen McClellan
- School of Medicine, Oregon Health & Science University, Portland, OR 97239, USA
| | - Emerson Y. Chen
- Division of Hematology Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Adel Kardosh
- Division of Hematology Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Charles D. Lopez
- Division of Hematology Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jaydira Del Rivero
- Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Nadine Mallak
- Division of Molecular Imaging and Therapy, Oregon Health & Science University, Portland, OR 97239, USA
| | - Flavio G. Rocha
- Division of Surgical Oncology, Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Yilun Koethe
- Dotter Department of Interventional Radiology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Rodney Pommier
- Division of Surgical Oncology, Department of Surgery, Oregon Health & Science University, Portland, OR 97239, USA
| | - Erik Mittra
- Division of Molecular Imaging and Therapy, Oregon Health & Science University, Portland, OR 97239, USA
| | - Guillaume J. Pegna
- Division of Hematology Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
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Pozas J, Alonso-Gordoa T, Román MS, Santoni M, Thirlwell C, Grande E, Molina-Cerrillo J. Novel therapeutic approaches in GEP-NETs based on genetic and epigenetic alterations. Biochim Biophys Acta Rev Cancer 2022; 1877:188804. [PMID: 36152904 DOI: 10.1016/j.bbcan.2022.188804] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/17/2022] [Accepted: 09/17/2022] [Indexed: 11/17/2022]
Abstract
Gastroenteropancreatic neuroendocrine tumors (GEP-NETs) are heterogeneous malignancies with distinct prognosis based on primary tumor localization, grade, stage and functionality. Surgery remains the only curative option in localized tumors, but systemic therapy is the mainstay of treatment for patients with advanced disease. For decades, the therapeutic landscape of GEP-NETs was limited to chemotherapy regimens with low response rates. The arrival of novel agents such as somatostatin analogues, peptide receptor radionuclide therapy, tyrosine kinase inhibitors or mTOR-targeted drugs, has changed the therapeutic paradigm of GEP-NETs. However, the efficacy of these agents is limited in time and there is scarce knowledge of optimal treatment sequencing. In recent years, massive parallel sequencing techniques have started to unravel the genomic intricacies of these tumors, allowing us to better understand the mechanisms of resistance to current treatments and to develop new targeted agents that will hopefully start an era for personalized treatment in NETs. In this review we aim to summarize the most relevant genomic aberrations and signaling pathways underlying GEP-NET tumorigenesis and potential therapeutic strategies derived from them.
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Affiliation(s)
- Javier Pozas
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Medicine School, Alcalá University, Madrid, Spain
| | - Teresa Alonso-Gordoa
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Medicine School, Alcalá University, Madrid, Spain
| | - Maria San Román
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Medicine School, Alcalá University, Madrid, Spain
| | | | | | - Enrique Grande
- Medical Oncology Ddepartment. MD Anderson Cancer Center Madrid, 28033 Madrid, Spain
| | - Javier Molina-Cerrillo
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, Medicine School, Alcalá University, Madrid, Spain.
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40
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Agarwal P, Mohamed A. Systemic Therapy of Advanced Well-differentiated Small Bowel Neuroendocrine Tumors Progressive on Somatostatin Analogues. Curr Treat Options Oncol 2022; 23:1233-1246. [PMID: 35939200 DOI: 10.1007/s11864-022-00998-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/03/2022] [Indexed: 11/30/2022]
Abstract
OPINION STATEMENT Neuroendocrine neoplasms (NENs) are a heterogeneous group of tumors whose management requires a nuanced and multi-disciplinary approach in order to control symptoms, halt tumor growth, and improve survival outcomes. Of late, the treatment landscape of NENs has advanced considerably as a result of several pivotal clinical trials, which have established somatostatin analogues as first-line therapy for advanced, metastatic, well-differentiated neuroendocrine tumors (NETs). However, an evolving classification system as well as an increased understanding of distinct clinical, molecular, and biologic features contribute to complexity in management. In particular, there remains limited randomized prospective data in the somatostatin analogue (SSA)-refractory setting for patients with primary tumors that originate in the small bowel. For well-differentiated small bowel neuroendocrine tumors (SBNETs), treatment beyond SSAs includes radionuclide therapy, targeted agents, liver-directed therapy, and to a lesser extent, cytotoxic chemotherapy. In the current era, selection of these agents is largely based on expert opinion in the context of patient and tumor characteristics without definitive data on the preferred order of agents to administer. In this review, we aim to describe the treatment landscape of metastatic SBNETs beyond SSAs and provide an overview of novel treatments which are currently under clinical evaluation.
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Affiliation(s)
- Parul Agarwal
- Hematology/Oncology, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, PCAM 10 South Pavilion, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Amr Mohamed
- Department of Medical Oncology, University Hospitals Seidman Cancer Center, Case Western Reserve University, 11100 Euclid Avenue, Lakeside, Cleveland, OH, 44106, USA.
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Mäkinen N, Zhou M, Zhang Z, Kasai Y, Perez E, Kim GE, Thirlwell C, Nakakura E, Meyerson M. Whole genome sequencing reveals the independent clonal origin of multifocal ileal neuroendocrine tumors. Genome Med 2022; 14:82. [PMID: 35922826 PMCID: PMC9351068 DOI: 10.1186/s13073-022-01083-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 07/06/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Small intestinal neuroendocrine tumors (SI-NETs) are the most common neoplasms of the small bowel. The majority of tumors are located in the distal ileum with a high incidence of multiple synchronous primary tumors. Even though up to 50% of SI-NET patients are diagnosed with multifocal disease, the mechanisms underlying multiple synchronous lesions remain elusive. METHODS We performed whole genome sequencing of 75 de-identified synchronous primary tumors, 15 metastases, and corresponding normal samples from 13 patients with multifocal ileal NETs to identify recurrent somatic genomic alterations, frequently affected signaling pathways, and shared mutation signatures among multifocal SI-NETs. Additionally, we carried out chromosome mapping of the most recurrent copy-number alterations identified to determine which parental allele had been affected in each tumor and assessed the clonal relationships of the tumors within each patient. RESULTS Absence of shared somatic variation between the synchronous primary tumors within each patient was observed, indicating that these tumors develop independently. Although recurrent copy-number alterations were identified, additional chromosome mapping revealed that tumors from the same patient can gain or lose different parental alleles. In addition to the previously reported CDKN1B loss-of-function mutations, we observed potential loss-of-function gene alterations in TNRC6B, a candidate tumor suppressor gene in a small subset of ileal NETs. Furthermore, we show that multiple metastases in the same patient can originate from either one or several primary tumors. CONCLUSIONS Our study demonstrates major genomic diversity among multifocal ileal NETs, highlighting the need to identify and remove all primary tumors, which have the potential to metastasize, and the need for optimized targeted treatments.
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Affiliation(s)
- Netta Mäkinen
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215 USA
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Meng Zhou
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215 USA
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Zhouwei Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215 USA
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA USA
| | - Yosuke Kasai
- Department of Surgery, University of California, San Francisco, CA USA
| | - Elizabeth Perez
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215 USA
| | - Grace E. Kim
- Department of Pathology, University of California, San Francisco, CA USA
| | - Chrissie Thirlwell
- Research Department of Oncology, UCL Cancer Institute, London, UK
- School of Medicine and Health, University of Exeter, RILD Building, Exeter, UK
| | - Eric Nakakura
- Department of Surgery, University of California, San Francisco, CA USA
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215 USA
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA USA
- Departments of Genetics and Medicine, Harvard Medical School, Boston, MA USA
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Melone V, Salvati A, Palumbo D, Giurato G, Nassa G, Rizzo F, Palo L, Giordano A, Incoronato M, Vitale M, Mian C, Di Biase I, Cristiano S, Narciso V, Cantile M, Di Mauro A, Tatangelo F, Tafuto S, Modica R, Pivonello C, Salvatore M, Colao A, Weisz A, Tarallo R. Identification of functional pathways and molecular signatures in neuroendocrine neoplasms by multi-omics analysis. J Transl Med 2022; 20:306. [PMID: 35794609 PMCID: PMC9258165 DOI: 10.1186/s12967-022-03511-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/28/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Neuroendocrine neoplasms (NENs) represent a heterogeneous class of rare tumors with increasing incidence. They are characterized by the ability to secrete peptide hormones and biogenic amines but other reliable biomarkers are lacking, making diagnosis and identification of the primary site very challenging. While in some NENs, such as the pancreatic ones, next generation sequencing technologies allowed the identification of new molecular hallmarks, our knowledge of the molecular profile of NENs from other anatomical sites is still poor. METHODS Starting from the concept that NENs from different organs may be clinically and genetically correlated, we applied a multi-omics approach by combining multigene panel testing, CGH-array, transcriptome and miRNome profiling and computational analyses, with the aim to highlight common molecular and functional signatures of gastroenteropancreatic (GEP)-NENs and medullary thyroid carcinomas (MTCs) that could aid diagnosis, prognosis and therapy. RESULTS By comparing genomic and transcriptional profiles, ATM-dependent signaling emerged among the most significant pathways at multiple levels, involving gene variations and miRNA-mediated regulation, thus representing a novel putative druggable pathway in these cancer types. Moreover, a set of circulating miRNAs was also selected as possible diagnostic/prognostic biomarkers useful for clinical management of NENs. CONCLUSIONS These findings depict a complex molecular and functional landscape of NENs, shedding light on novel therapeutic targets and disease biomarkers to be exploited.
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Affiliation(s)
- Viola Melone
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
| | - Annamaria Salvati
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
- Medical Genomics Program and Division of Oncology, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno, Rete Oncologica Campana, 84131, Salerno, Italy
| | - Domenico Palumbo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
| | - Giorgio Giurato
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
- Medical Genomics Program and Division of Oncology, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno, Rete Oncologica Campana, 84131, Salerno, Italy
- Genome Research Center for Health, 84081, Baronissi, SA, Italy
| | - Giovanni Nassa
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
- Medical Genomics Program and Division of Oncology, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno, Rete Oncologica Campana, 84131, Salerno, Italy
- Genome Research Center for Health, 84081, Baronissi, SA, Italy
| | - Francesca Rizzo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
- Medical Genomics Program and Division of Oncology, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno, Rete Oncologica Campana, 84131, Salerno, Italy
- Genome Research Center for Health, 84081, Baronissi, SA, Italy
| | - Luigi Palo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
| | - Alessandro Giordano
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy
| | | | - Mario Vitale
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, 84081, Baronissi, SA, Italy
| | - Caterina Mian
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Immacolata Di Biase
- MeriGen Diagnostic & c sas, traversa M. Pietravalle 11, 80131, Naples, Italy
| | - Stefano Cristiano
- MeriGen Diagnostic & c sas, traversa M. Pietravalle 11, 80131, Naples, Italy
| | - Viviana Narciso
- MeriGen Diagnostic & c sas, traversa M. Pietravalle 11, 80131, Naples, Italy
| | - Monica Cantile
- Pathology Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via Mariano Semmola, 80131, Naples, Italy
| | - Annabella Di Mauro
- Pathology Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via Mariano Semmola, 80131, Naples, Italy
| | - Fabiana Tatangelo
- Pathology Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via Mariano Semmola, 80131, Naples, Italy
| | - Salvatore Tafuto
- Sarcomas and Rare Tumors Unit, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Via Mariano Semmola, 80131, Naples, Italy
| | - Roberta Modica
- Department of Clinical Medicine and Surgery, Endocrinology Unit, Federico II University, Naples, Italy
| | - Claudia Pivonello
- Department of Clinical Medicine and Surgery, Endocrinology Unit, Federico II University, Naples, Italy
| | - Marco Salvatore
- IRCCS Synlab SDN s.p.a, Via Gianturco 113, 80143, Naples, Italy
| | - Annamaria Colao
- Department of Clinical Medicine and Surgery, Endocrinology Unit, Federico II University, Naples, Italy
- UNESCO Chair for Health Education and Sustainable Development, Federico II University, Naples, Italy
| | - Alessandro Weisz
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy.
- Medical Genomics Program and Division of Oncology, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno, Rete Oncologica Campana, 84131, Salerno, Italy.
- Genome Research Center for Health, 84081, Baronissi, SA, Italy.
| | - Roberta Tarallo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, via S. Allende, 84081, Baronissi, SA, Italy.
- Medical Genomics Program and Division of Oncology, AOU 'S. Giovanni di Dio e Ruggi d'Aragona' University of Salerno, Rete Oncologica Campana, 84131, Salerno, Italy.
- Genome Research Center for Health, 84081, Baronissi, SA, Italy.
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Vesely C, Wong YNS, Childs A, Akarca AU, Dhami P, Vaikkinen H, Conde L, Herrero J, Ogunbiyi O, Gander A, Luong TV, Thirlwell C, Caplin M, Toumpanakis C, Peggs K, Quezada SA, Marafioti T, Meyer T. Systematic Evaluation of the Immune Environment of Small Intestinal Neuroendocrine Tumors. Clin Cancer Res 2022; 28:2657-2668. [PMID: 35320356 PMCID: PMC9359734 DOI: 10.1158/1078-0432.ccr-21-4203] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 02/01/2022] [Accepted: 03/21/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE The immune tumor microenvironment and the potential therapeutic opportunities for immunotherapy in small intestinal neuroendocrine tumors (siNET) have not been fully defined. EXPERIMENTAL DESIGN Herein, we studied 40 patients with primary and synchronous metastatic siNETs, and matched blood and normal tissue obtained during surgery. We interrogated the immune checkpoint landscape using multi-parametric flow cytometry. In addition, matched FFPE tissue was obtained for multi-parametric IHC to determine the relative abundance and distribution of T-cell infiltrate. Tumor mutational burden (TMB) was also assessed and correlated with immune infiltration. RESULTS Effector tumor-infiltrating lymphocytes (TIL) had a higher expression of PD-1 in the tumor microenvironment compared with the periphery. In addition, CD8+ TILs had a significantly higher co-expression of PD-1/ICOS and PD-1/CTLA-4 (cytotoxic T lymphocyte antigen-4) and higher levels of PD-1 expression compared with normal tissue. IHC revealed that the majority of cases have ≤10% intra-tumoral T cells but a higher number of peri-tumoral T cells, demonstrating an "exclusion" phenotype. Finally, we confirmed that siNETs have a low TMB compared with other tumor types in the TCGA database but did not find a correlation between TMB and CD8/Treg ratio. CONCLUSIONS Taken together, these results suggest that a combination therapy approach will be required to enhance the immune response, using PD-1 as a checkpoint immunomodulator backbone in combination with other checkpoint targeting molecules (CTLA-4 or ICOS), or with drugs targeting other pathways to recruit "excluded" T cells into the tumor microenvironment to treat patients with siNETs.
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Affiliation(s)
- Clare Vesely
- UCL Cancer Institute, UCL, London, United Kingdom
| | - Yien Ning Sophia Wong
- UCL Cancer Institute, UCL, London, United Kingdom.,Cancer Immunology Unit, Research Department of Hematology, UCL Cancer Institute, UCL, London, United Kingdom
| | - Alexa Childs
- UCL Cancer Institute, UCL, London, United Kingdom.,Royal Free Hospital, Pond Street, London, United Kingdom
| | | | - Pawan Dhami
- UCL Cancer Institute, UCL, London, United Kingdom
| | | | - Lucia Conde
- UCL Cancer Institute, UCL, London, United Kingdom
| | | | | | - Amir Gander
- Royal Free Hospital, Pond Street, London, United Kingdom
| | - Tu Vinh Luong
- Royal Free Hospital, Pond Street, London, United Kingdom
| | - Chrissie Thirlwell
- UCL Cancer Institute, UCL, London, United Kingdom.,The University of Exeter Medical School, Exeter, United Kingdom
| | - Martyn Caplin
- Royal Free Hospital, Pond Street, London, United Kingdom
| | | | - Karl Peggs
- UCL Cancer Institute, UCL, London, United Kingdom.,Cancer Immunology Unit, Research Department of Hematology, UCL Cancer Institute, UCL, London, United Kingdom
| | - Sergio A. Quezada
- UCL Cancer Institute, UCL, London, United Kingdom.,Cancer Immunology Unit, Research Department of Hematology, UCL Cancer Institute, UCL, London, United Kingdom
| | | | - Tim Meyer
- UCL Cancer Institute, UCL, London, United Kingdom.,Royal Free Hospital, Pond Street, London, United Kingdom.,Corresponding Author: Tim Meyer, UCL Cancer Institute, University College London, 72 Huntley Street, London WC1E 6DD. Phone: 44-207-679-6731; E-mail;
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Diagnosis in Neuroendocrine Neoplasms: From Molecular Biology to Molecular Imaging. Cancers (Basel) 2022; 14:cancers14102514. [PMID: 35626118 PMCID: PMC9139608 DOI: 10.3390/cancers14102514] [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: 03/24/2022] [Revised: 04/26/2022] [Accepted: 04/27/2022] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Neuroendocrine neoplasms are a small group of malignancies with a diverse prognosis and behaviour. In order to offer an adequate treatment, physicians need to perform a proper diagnosis, staging and stratification. This review aims to help to integrate the information from pathology, immunohistochemistry, molecular biology and imaging to guide this process. Abstract Neuroendocrine neoplasms (NENs) are a heterogeneous group of tumours with a diverse behaviour, biology and prognosis, whose incidence is gradually increasing. Their diagnosis is challenging and a multidisciplinary approach is often required. The combination of pathology, molecular biomarkers, and the use of novel imaging techniques leads to an accurate diagnosis and a better treatment approach. To determine the functionality of the tumour, somatostatin receptor expression, differentiation, and primary tumour origin are the main determining tumour-dependent factors to guide treatment, both in local and metastatic stages. Until recently, little was known about the biological behaviour of these tumours. However, in recent years, many advances have been achieved in the molecular characterization and diagnosis of NENs. The incorporation of novel radiotracer-based imaging techniques, such as 68Gallium-DOTATATE PET-CT, has significantly increased diagnostic sensitivity, while introducing the theragnosis concept, offering new treatment strategies. Here, we will review current knowledge and novelties in the diagnosis of NENs, including molecular biology, pathology, and new radiotracers.
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Integrative proteomic characterization of trace FFPE samples in early-stage gastrointestinal cancer. Proteome Sci 2022; 20:5. [PMID: 35397555 PMCID: PMC8994365 DOI: 10.1186/s12953-022-00188-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 03/24/2022] [Indexed: 12/24/2022] Open
Abstract
Abstract
Background
The surveillance and therapy of early-stage cancer would be better for patients’ prognosis. However, the extreme trace amount of tissue samples in different stages have limited in portraying the characterization of early-stage cancer. Therefore, we focused on and presented comprehensive proteomic and phosphoproproteomic profiling of the trace FFPE samples from early-stage gastrointestinal cancer, and then explored the potential biomarkers of early-stage gastrointestinal cancer.
Methods
In this study, a quantitative proteomic method with chromatography with mass spectrometry (LC-MS/MS) was used to analyse the proteomic difference between the trace early-stage esophageal squamous cell carcinoma (EESCC) and early-stage duodenum adenocarcinoma cancer (EDAC).
Results
We identified ~ 6000 proteins and > 10,000 phosphosites in single trace FFPE samples. Comparative analysis disclosed the diverse proteomic features of tumor tissues compared with paired normal tissue of EESCC and EDAC, and revealed the difference of EESCC and EDAC was derived from their origin normal tissue. The distinct separation of EESCC and EDAC illustrated the functions of cell cycle (RB1 T373, EGFR T693) in EESCC, and the positive impacts of apoptosis, metabolic processes (MTOR and MTOR S1261) in EDAC. Furthermore, we deconvoluted the immune infiltration of early-stage gastrointestinal cancer, in which higher immune cell signatures were detected in EDAC, and showed the specific cytokines in EESCC and EDAC. We performed kinases-substates relationship analysis and elucidated the specific proteomic kinase characterization of EESCC and EDAC, and proposed the medicative effects and corresponding drugs for EESCC and EDAC at the clinic.
Conclusion
We disclosed the specific immune characterization of the early-stage gastrointestinal cancer, and presented potential makers of EESCC (EGFR, PDGFRB, CDK4, WEE1) and EDAC (MTOR, MAP2K1, MAPK3). This study represents a major stepping stone towards investigating the carcinogenesis mechanism of gastrointestinal cancer, and providing a rich resource for medicative strategy in the clinic.
Graphical Abstract
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Simon T, Riemer P, Jarosch A, Detjen K, Di Domenico A, Bormann F, Menne A, Khouja S, Monjé N, Childs LH, Lenze D, Leser U, Rossner F, Morkel M, Blüthgen N, Pavel M, Horst D, Capper D, Marinoni I, Perren A, Mamlouk S, Sers C. DNA methylation reveals distinct cells of origin for pancreatic neuroendocrine carcinomas and pancreatic neuroendocrine tumors. Genome Med 2022; 14:24. [PMID: 35227293 PMCID: PMC8886788 DOI: 10.1186/s13073-022-01018-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 01/28/2022] [Indexed: 02/07/2023] Open
Abstract
Background Pancreatic neuroendocrine neoplasms (PanNENs) fall into two subclasses: the well-differentiated, low- to high-grade pancreatic neuroendocrine tumors (PanNETs), and the poorly-differentiated, high-grade pancreatic neuroendocrine carcinomas (PanNECs). While recent studies suggest an endocrine descent of PanNETs, the origin of PanNECs remains unknown. Methods We performed DNA methylation analysis for 57 PanNEN samples and found that distinct methylation profiles separated PanNENs into two major groups, clearly distinguishing high-grade PanNECs from other PanNETs including high-grade NETG3. DNA alterations and immunohistochemistry of cell-type markers PDX1, ARX, and SOX9 were utilized to further characterize PanNECs and their cell of origin in the pancreas. Results Phylo-epigenetic and cell-type signature features derived from alpha, beta, acinar, and ductal adult cells suggest an exocrine cell of origin for PanNECs, thus separating them in cell lineage from other PanNENs of endocrine origin. Conclusions Our study provides a robust and clinically applicable method to clearly distinguish PanNECs from G3 PanNETs, improving patient stratification. Supplementary Information The online version contains supplementary material available at 10.1186/s13073-022-01018-w.
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Affiliation(s)
- Tincy Simon
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Pamela Riemer
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Armin Jarosch
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Katharina Detjen
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hepatology and Gastroenterology, Berlin, Germany
| | | | | | - Andrea Menne
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Slim Khouja
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Nanna Monjé
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Liam H Childs
- Humboldt-Universität zu Berlin, Knowledge Management in Bioinformatics, Berlin, Germany
| | - Dido Lenze
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Ulf Leser
- Humboldt-Universität zu Berlin, Knowledge Management in Bioinformatics, Berlin, Germany
| | - Florian Rossner
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Markus Morkel
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - Nils Blüthgen
- Integrative Research Institute (IRI) Life Sciences, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Marianne Pavel
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Hepatology and Gastroenterology, Berlin, Germany
| | - David Horst
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany
| | - David Capper
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Neuropathology, Berlin, Germany.,German Cancer Consortium (DKTK); Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ilaria Marinoni
- Institute of Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland
| | - Aurel Perren
- Institute of Pathology, University of Bern, Murtenstrasse 31, 3008, Bern, Switzerland
| | - Soulafa Mamlouk
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany. .,German Cancer Consortium (DKTK); Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Christine Sers
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charitéplatz 1, 10117, Berlin, Germany. .,German Cancer Consortium (DKTK); Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Boons G, Vandamme T, Mariën L, Lybaert W, Roeyen G, Rondou T, Papadimitriou K, Janssens K, Op de Beeck B, Simoens M, Demey W, Dero I, Van Camp G, Peeters M, Op de Beeck K. Longitudinal Copy-Number Alteration Analysis in Plasma Cell-Free DNA of Neuroendocrine Neoplasms is a Novel Specific Biomarker for Diagnosis, Prognosis, and Follow-up. Clin Cancer Res 2022; 28:338-349. [PMID: 34759042 PMCID: PMC9401546 DOI: 10.1158/1078-0432.ccr-21-2291] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 10/01/2021] [Accepted: 11/05/2021] [Indexed: 01/07/2023]
Abstract
PURPOSE As noninvasive biomarkers are an important unmet need for neuroendocrine neoplasms (NEN), biomarker potential of genome-wide molecular profiling of plasma cell-free DNA (cfDNA) was prospectively studied in patients with NEN. EXPERIMENTAL DESIGN Longitudinal plasma samples were collected from patients with well-differentiated, metastatic gastroenteropancreatic and lung NEN. cfDNA was subjected to shallow whole-genome sequencing to detect genome-wide copy-number alterations (CNA) and estimate circulating tumor DNA (ctDNA) fraction, and correlated to clinicopathologic and survival data. To differentiate pancreatic NENs (PNEN) from pancreatic adenocarcinomas (PAAD) using liquid biopsies, a classification model was trained using tissue-based CNAs and validated in cfDNA. RESULTS One hundred and ninety-five cfDNA samples from 43 patients with NEN were compared with healthy control cfDNA (N = 100). Plasma samples from patients with PNEN (N = 21) were used for comparison with publicly available PNEN tissue (N = 98), PAAD tissue (N = 109), and PAAD cfDNA (N = 96). Thirty percent of the NEN cfDNA samples contained ctDNA and 44% of the patients had at least one ctDNA-positive (ctDNA+) sample. CNAs detected in cfDNA were highly specific for NENs and the classification model could distinguish PAAD and PNEN cfDNA samples with a sensitivity, specificity, and AUC of 62%, 86%, and 79%, respectively. ctDNA-positivity was associated with higher World Health Organization (WHO) grade, primary tumor location, and higher chromogranin A and neuron-specific enolase values. Overall survival was significantly worse for ctDNA+ patients and increased ctDNA fractions were associated with poorer progression-free survival. CONCLUSIONS Sequential genome-wide profiling of plasma cfDNA is a novel, noninvasive biomarker with high specificity for diagnosis, prognosis, and follow-up in metastatic NENs.
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Affiliation(s)
- Gitta Boons
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium.,Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Timon Vandamme
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium.,Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium.,NETwerk, Antwerp University Hospital, Edegem, Belgium.,Corresponding Author: Timon Vandamme, NETwerk, Antwerp University Hospital, Drie Eikenstraat 655, 2650 Edegem, Antwerp, Belgium. Phone: 00-323-821-2111; E-mail:
| | - Laura Mariën
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium.,Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Willem Lybaert
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Medical Oncology, AZ Nikolaas, Sint-Niklaas, Belgium
| | - Geert Roeyen
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Hepatobiliary, Endocrine and Transplantation Surgery, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - Tim Rondou
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Gastroenterology, AZ Rivierenland, Bornem, Belgium
| | - Konstantinos Papadimitriou
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium
| | - Katrien Janssens
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Bart Op de Beeck
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Radiology, Antwerp University Hospital, Edegem, Belgium
| | - Marc Simoens
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Gastroenterology, Ziekenhuis Netwerk Antwerpen, Antwerp, Belgium
| | - Wim Demey
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Medical Oncology, AZ Klina, Brasschaat, Belgium.,Department of Oncology, AZ Voorkempen, Malle, Belgium
| | - Isabel Dero
- NETwerk, Antwerp University Hospital, Edegem, Belgium.,Department of Gastroenterology, Gasthuiszusters Antwerpen, Antwerp, Belgium
| | - Guy Van Camp
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium.,Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
| | - Marc Peeters
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium.,NETwerk, Antwerp University Hospital, Edegem, Belgium
| | - Ken Op de Beeck
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Antwerp, Belgium.,Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Edegem, Belgium
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Bean GR, Najjar S, Shin SJ, Hosfield EM, Caswell-Jin JL, Urisman A, Jones KD, Chen YY, Krings G. Genetic and immunohistochemical profiling of small cell and large cell neuroendocrine carcinomas of the breast. Mod Pathol 2022; 35:1349-1361. [PMID: 35590107 PMCID: PMC9514991 DOI: 10.1038/s41379-022-01090-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 11/09/2022]
Abstract
Neuroendocrine carcinomas (NEC) of the breast are exceedingly rare tumors, which are classified in the WHO system as small cell (SCNEC) and large cell (LCNEC) carcinoma based on indistinguishable features from their lung counterparts. In contrast to lung and enteropancreatic NEC, the genomics of breast NEC have not been well-characterized. In this study, we examined the clinicopathologic, immunohistochemical, and genetic features of 13 breast NEC (7 SCNEC, 4 LCNEC, 2 NEC with ambiguous small versus large cell morphology [ANEC]). Co-alterations of TP53 and RB1 were identified in 86% (6/7) SCNEC, 100% (2/2) ANEC, and 50% (2/4) LCNEC. The one SCNEC without TP53/RB1 alteration had other p53 pathway aberrations (MDM2 and MDM4 amplification) and was immunohistochemically RB negative. PIK3CA/PTEN pathway alterations and ZNF703 amplifications were each identified in 46% (6/13) NEC. Two tumors (1 SCNEC, 1 LCNEC) were CDH1 mutated. By immunohistochemistry, 100% SCNEC (6/6) and ANEC (2/2) and 50% (2/4) LCNEC (83% NEC) showed RB loss, compared to 0% (0/8) grade 3 neuroendocrine tumors (NET) (p < 0.001) and 38% (36/95) grade 3 invasive ductal carcinomas of no special type (IDC-NST) (p = 0.004). NEC were also more often p53 aberrant (60% vs 0%, p = 0.013), ER negative (69% vs 0%, p = 0.005), and GATA3 negative (67% vs 0%, p = 0.013) than grade 3 NET. Two mixed NEC had IDC-NST components, and 69% (9/13) of tumors were associated with carcinoma in situ (6 neuroendocrine DCIS, 2 non-neuroendocrine DCIS, 1 non-neuroendocrine LCIS). NEC and IDC-NST components of mixed tumors were clonally related and immunophenotypically distinct, lacking ER and GATA3 expression in NEC relative to IDC-NST, with RB loss only in NEC of one ANEC. The findings provide insight into the pathogenesis of breast NEC, underscore their classification as a distinct tumor type, and highlight genetic similarities to extramammary NEC, including highly prevalent p53/RB pathway aberrations in SCNEC.
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Affiliation(s)
- Gregory R. Bean
- grid.168010.e0000000419368956Department of Pathology, Stanford University School of Medicine, Stanford, CA USA
| | - Saleh Najjar
- grid.168010.e0000000419368956Department of Pathology, Stanford University School of Medicine, Stanford, CA USA
| | - Sandra J. Shin
- grid.413558.e0000 0001 0427 8745Department of Pathology and Laboratory Medicine, Albany Medical College, Albany, NY USA
| | - Elizabeth M. Hosfield
- grid.414890.00000 0004 0461 9476Department of Pathology, Kaiser Permanente San Francisco Medical Center, San Francisco, CA USA
| | - Jennifer L. Caswell-Jin
- grid.168010.e0000000419368956Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA USA
| | - Anatoly Urisman
- grid.266102.10000 0001 2297 6811Department of Pathology, University of California San Francisco, San Francisco, CA USA
| | - Kirk D. Jones
- grid.266102.10000 0001 2297 6811Department of Pathology, University of California San Francisco, San Francisco, CA USA
| | - Yunn-Yi Chen
- grid.266102.10000 0001 2297 6811Department of Pathology, University of California San Francisco, San Francisco, CA USA
| | - Gregor Krings
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA.
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Duan S, Rico K, Merchant JL. Gastrin: From Physiology to Gastrointestinal Malignancies. FUNCTION (OXFORD, ENGLAND) 2021; 3:zqab062. [PMID: 35330921 PMCID: PMC8788842 DOI: 10.1093/function/zqab062] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/14/2021] [Accepted: 11/16/2021] [Indexed: 01/07/2023]
Abstract
Abetted by widespread usage of acid-suppressing proton pump inhibitors (PPIs), the mitogenic actions of the peptide hormone gastrin are being revisited as a recurring theme in various gastrointestinal (GI) malignancies. While pathological gastrin levels are intricately linked to hyperplasia of enterochromaffin-like cells leading to carcinoid development, the signaling effects exerted by gastrin on distinct cell types of the gastric mucosa are more nuanced. Indeed, mounting evidence suggests dichotomous roles for gastrin in both promoting and suppressing tumorigenesis. Here, we review the major upstream mediators of gastrin gene regulation, including inflammation secondary to Helicobacter pylori infection and the use of PPIs. We further explore the molecular biology of gastrin in GI malignancies, with particular emphasis on the regulation of gastrin in neuroendocrine neoplasms. Finally, we highlight tissue-specific transcriptional targets as an avenue for targetable therapeutics.
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Affiliation(s)
- Suzann Duan
- Department of Medicine, Division of Gastroenterology and Hepatology, Arizona Comprehensive Cancer Center, University of Arizona, Tucson, AZ 85724, USA
| | - Karen Rico
- Department of Medicine, Division of Gastroenterology and Hepatology, Arizona Comprehensive Cancer Center, University of Arizona, Tucson, AZ 85724, USA
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EZH2 presents a therapeutic target for neuroendocrine tumors of the small intestine. Sci Rep 2021; 11:22733. [PMID: 34815475 PMCID: PMC8611048 DOI: 10.1038/s41598-021-02181-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 11/10/2021] [Indexed: 12/13/2022] Open
Abstract
Small intestinal neuroendocrine tumors (SI-NETs) are slow-growing tumors that seem genetically quite stable without highly recurrent mutations, but are epigenetically dysregulated. In contrast to the undetectable expression of the enhancer of zeste homolog 2 (EZH2) histone methyltransferase in the enterochromaffin cells of the small intestine, we found high and differential expression of EZH2 in primary SI-NETs and corresponding metastases. Silencing EZH2 in the SI-NET cell line CNDT2.5 reduced cell proliferation and induced apoptosis. Furthermore, EZH2 knockout inhibited tumor progression in a CNDT2.5 SI-NET xenograft mouse model, and treatment of SI-NET cell lines CNDT2.5 and GOT1 with the EZH2-specific inhibitor CPI-1205 decreased cell viability and promoted apoptosis. Moreover, CPI-1205 treatment reduced migration capacity of CNDT2.5 cells. The EZH2 inhibitor GSK126 also repressed proliferation of CNDT2.5 cells. Recently, metformin has received wide attention as a therapeutic option in diverse cancers. In CNDT2.5 and GOT1 cells, metformin suppressed EZH2 expression, and inhibited cell proliferation. Exposure of GOT1 three-dimensional cell spheroids to CPI-1205 or metformin arrested cell proliferation and decreased spheroid size. These novel findings support a possible role of EZH2 as a candidate oncogene in SI-NETs, and suggest that CPI-1205 and metformin should be further evaluated as therapeutic options for patients with SI-NETs.
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