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Campana C, Amarù J, Milioto A, Nista F, van Koetsveld PM, Iyer A, Arvigo M, Ferone D, Hofland LJ, Gatto F. Digital quantification of somatostatin receptor subtypes 2 and 5 in growth hormone-secreting pituitary tumors. Eur J Endocrinol 2025; 192:K6-K14. [PMID: 39707912 DOI: 10.1093/ejendo/lvae170] [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: 08/26/2024] [Revised: 11/15/2024] [Accepted: 12/19/2024] [Indexed: 12/23/2024]
Abstract
Immunohistochemistry (IHC) of somatostatin receptor subtype 2 can predict response to first-generation somatostatin receptor ligands (fg-SRLs) in acromegaly. Recently, we validated an open-source digital image analysis (DIA) to quantify somatostatin receptor subtype 2 (SSTR2) expression. We aimed to validate the DIA also on somatostatin receptor subtype 5 (SSTR5) in a new cohort of growth hormone (GH)-secreting pituitary tumors, with IHC performed in a different laboratory, and to correlate fg-SRL response with SSTs expression. Somatostatin receptor subtype 2 and SSTR5 were assessed in 42 GH-secreting pituitary tumors, using a semiquantitative immunoreactivity score (IRS) and the DIA by use of the open-access software CellProfiler. The DIA calculates the staining intensity and the percentage of positive cells (%PC). We found a good correlation between IRS and DIA for both SSTR2 and SSTR5 (P < .001), demonstrating the reliability of the DIA in this setting. Response to fg-SRL treatment correlated with SSTR2, but not SSTR5, expression. Somatostatin receptor subtype 2 expression predicted response to fg-SRL. In particular, the identified cut-offs were IRS ≥ 5 (area under the curve [AUC] 0.763; sensitivity 77%; specificity 83%); intensity/area ≥0.106 (AUC 0.833; sensitivity 92%; specificity 83%); and %PC-DIA ≥63.7% (AUC 0.917; sensitivity 92%; specificity 83%). The SSTR2 %PC correlated with treatment response only when evaluated using the DIA, showing a better performance of this method.
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Affiliation(s)
- Claudia Campana
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
- Division of Endocrinology, Department of Internal Medicine, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Jessica Amarù
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
| | - Angelo Milioto
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
| | - Federica Nista
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
| | - Peter M van Koetsveld
- Division of Endocrinology, Department of Internal Medicine, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Anand Iyer
- Division of Endocrinology, Department of Internal Medicine, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Marica Arvigo
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
| | - Diego Ferone
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
- Endocrinology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Leo J Hofland
- Division of Endocrinology, Department of Internal Medicine, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Federico Gatto
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties (DIMI), University of Genova, 16132 Genova, Italy
- Endocrinology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
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Botelho L, Dezonne RS, Wildemberg LE, Miranda RL, Gadelha MR, Andreiuolo F. Somatostatin receptors in pituitary somatotroph adenomas as predictors of response to somatostatin receptor ligands: A pathologist's perspective. Brain Pathol 2025; 35:e13313. [PMID: 39473262 DOI: 10.1111/bpa.13313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Accepted: 10/04/2024] [Indexed: 12/28/2024] Open
Abstract
There are five subtypes of somatostatin receptors (SST1-5), which are expressed in several types of solid neoplasms, neuroendocrine tumors, and pituitary adenomas. Most commonly, SST2 and SST5, are of interest regarding diagnostic, treatment, and prognostic purposes. In this article the basic biological characteristics of SST are briefly reviewed, and focus given to the immunohistochemical evaluation of SST2 and SST5 in growth hormone (GH)-secreting pituitary tumors, and their quantification as predictors of response to treatment with somatostatin receptor ligands (SRL), the mainstay of the pharmacological therapy available for these tumors. Although many different scoring systems for SST2 immunohistochemistry showing correlation with SRL response have been reported, among which the immunoreactivity score (IRS) has been the most consistently used, a universally validated immunohistochemical technique and scoring scheme is lacking. Efforts should be made on collaborative multicenter studies aiming at validating homogeneous immunostaining protocols and a scoring system for SST2 and SST5 expression, to help clinicians to define the optimal therapeutic strategy for the patients with somatotroph tumors.
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Affiliation(s)
- Laura Botelho
- Neuropathology and Molecular Genetics Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
- Department of Pathology, Rede D'Or, Rio de Janeiro, Brazil
| | - Rômulo Sperduto Dezonne
- Neuropathology and Molecular Genetics Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
| | - Luiz Eduardo Wildemberg
- Neuroendocrinology Research Center, Endocrinology Division, Medical School and Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Neuroendocrinology Division, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
| | - Renan Lyra Miranda
- Neuropathology and Molecular Genetics Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
| | - Mônica R Gadelha
- Neuropathology and Molecular Genetics Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
- Neuroendocrinology Research Center, Endocrinology Division, Medical School and Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Neuroendocrinology Division, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
| | - Felipe Andreiuolo
- Neuropathology and Molecular Genetics Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
- Department of Pathology, Rede D'Or, Rio de Janeiro, Brazil
- D'Or Institute for Research and Education, Rio de Janeiro, Brazil
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Klomp MJ, van den Brink L, van Koetsveld PM, de Ridder CMA, Stuurman DC, Löwik CWGM, Hofland LJ, Dalm SU. Applying HDACis to increase SSTR2 expression and radiolabeled DOTA-TATE uptake: from cells to mice. Life Sci 2023; 334:122173. [PMID: 37907154 DOI: 10.1016/j.lfs.2023.122173] [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: 08/16/2023] [Revised: 10/01/2023] [Accepted: 10/10/2023] [Indexed: 11/02/2023]
Abstract
AIMS The aim of our study was to determine the effect of histone deacetylase (HDAC) inhibitors (HDACis) on somatostatin type-2 receptor (SSTR2) expression and [111In]In-/[177Lu]Lu-DOTA-TATE uptake in vitro and in vivo. MATERIALS AND METHODS The human cell lines NCI-H69 (small-cell lung carcinoma) and BON-1 (pancreatic neuroendocrine tumor) were treated with HDACis (i.e. entinostat, mocetinostat (MOC), LMK-235, CI-994 or panobinostat (PAN)), and SSTR2 mRNA expression levels and [111In]In-DOTA-TATE uptake were measured. Furthermore, vehicle- and HDACi-treated NCI-H69 and BON-1 tumor-bearing mice were injected with radiolabeled DOTA-TATE followed by biodistribution studies. Additionally, SSTR2 and HDAC mRNA expression of xenografts, and of NCI-H69, BON-1, NCI-H727 (human pulmonary carcinoid) and GOT1 (human midgut neuroendocrine tumor) cells were determined. KEY FINDINGS HDACi treatment resulted in the desired effects in vitro. However, no significant increase in tumoral DOTA-TATE uptake was observed after HDACi treatment in NCI-H69 tumor-bearing animals, whereas tumoral SSTR2 mRNA and/or protein expression levels were significantly upregulated after treatment with MOC, CI-994 and PAN, i.e. a maximum of 2.1- and 1.3-fold, respectively. Analysis of PAN-treated BON-1 xenografts solely demonstrated increased SSTR2 mRNA expression levels. Comparison of HDACs and SSTR2 expression in BON-1 and NCI-H69 xenografts showed a significantly higher expression of 6/11 HDACs in BON-1 xenografts. Of these HDACs, a significant inverse correlation was found between HDAC3 and SSTR2 expression (Pearson r = -0.92) in the studied cell lines. SIGNIFICANCE To conclude, tumoral uptake levels of radiolabeled DOTA-TATE were not enhanced after HDACi treatment in vivo, but, depending on the applied inhibitor, increased SSTR2 expression levels were observed.
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Affiliation(s)
- Maria J Klomp
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; Department of Internal Medicine, Division of Endocrinology, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Lilian van den Brink
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Peter M van Koetsveld
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Corrina M A de Ridder
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; Department of Experimental Urology, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Debra C Stuurman
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands; Department of Experimental Urology, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Clemens W G M Löwik
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Leo J Hofland
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, 3015 GD Rotterdam, The Netherlands
| | - Simone U Dalm
- Department of Radiology and Nuclear Medicine, Erasmus MC, 3015 GD Rotterdam, The Netherlands.
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Klomp MJ, Refardt J, van Koetsveld PM, Campana C, Dalm SU, Dogan F, van Velthuysen MLF, Feelders RA, de Herder WW, Hofland J, Hofland LJ. Epigenetic regulation of SST 2 expression in small intestinal neuroendocrine tumors. Front Endocrinol (Lausanne) 2023; 14:1184436. [PMID: 37223009 PMCID: PMC10200989 DOI: 10.3389/fendo.2023.1184436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 04/11/2023] [Indexed: 05/25/2023] Open
Abstract
Background Somatostatin receptor type 2 (SST2) expression is critical for the diagnosis and treatment of neuroendocrine tumors and is associated with improved patient survival. Recent data suggest that epigenetic changes such as DNA methylation and histone modifications play an important role in regulating SST2 expression and tumorigenesis of NETs. However, there are limited data on the association between epigenetic marks and SST2 expression in small intestinal neuroendocrine tumors (SI-NETs). Methods Tissue samples from 16 patients diagnosed with SI-NETs and undergoing surgical resection of the primary tumor at Erasmus MC Rotterdam were analysed for SST2 expression levels and epigenetic marks surrounding the SST2 promoter region, i.e. DNA methylation and histone modifications H3K27me3 and H3K9ac. As a control, 13 normal SI-tissue samples were included. Results The SI-NET samples had high SST2 protein and mRNA expression levels; a median (IQR) of 80% (70-95) SST2-positive cells and 8.2 times elevated SST2 mRNA expression level compared to normal SI-tissue (p=0.0042). In comparison to normal SI-tissue, DNA methylation levels and H3K27me3 levels were significantly lower at five out of the eight targeted CpG positions and at two out of the three examined locations within the SST2 gene promoter region of the SI-NET samples, respectively. No differences in the level of activating histone mark H3K9ac were observed between matched samples. While no correlation was found between histone modification marks and SST2 expression, SST2 mRNA expression levels correlated negatively with DNA methylation within the SST2 promoter region in both normal SI-tissue and SI-NETs (p=0.006 and p=0.04, respectively). Conclusion SI-NETs have lower SST2 promoter methylation levels and lower H3K27me3 methylation levels compared to normal SI-tissue. Moreover, in contrast to the absence of a correlation with SST2 protein expression levels, significant negative correlations were found between SST2 mRNA expression level and the mean level of DNA methylation within the SST2 promoter region in both normal SI-tissue and SI-NET tissue. These results indicate that DNA methylation might be involved in regulating SST2 expression. However, the role of histone modifications in SI-NETs remains elusive.
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Affiliation(s)
- Maria J. Klomp
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
- ENETS Center of Excellence, Department of Radiology & Nuclear Medicine, Erasmus Medical Center, Rotterdam, Netherlands
| | - Julie Refardt
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
- ENETS Center of Excellence, Department of Endocrinology, University Hospital Basel, Basel, Switzerland
| | - Peter M. van Koetsveld
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
| | - Claudia Campana
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties, School of Medical and Pharmaceutical Sciences, University of Genova, Genova, Italy
| | - Simone U. Dalm
- ENETS Center of Excellence, Department of Radiology & Nuclear Medicine, Erasmus Medical Center, Rotterdam, Netherlands
| | - Fadime Dogan
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
| | | | - Richard A. Feelders
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
| | - Wouter W. de Herder
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
| | - Johannes Hofland
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
| | - Leo J. Hofland
- ENETS Center of Excellence, Department of Internal Medicine, Section of Endocrinology, Erasmus Medical Center (MC) Cancer Institute, Rotterdam, Netherlands
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Gatto F, Wildemberg LE, Ferone D, Gadelha MR. Routine Evaluation of Somatostatin Receptor Type 2 in Patients With Acromegaly: Do We Still Need More Evidence? J Clin Endocrinol Metab 2022; 107:e4382-e4383. [PMID: 36215656 DOI: 10.1210/clinem/dgac584] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Indexed: 11/19/2022]
Affiliation(s)
- Federico Gatto
- Endocrinology Unit, IRCCS Ospedale Policlinico San Martino, Genova 16132, Italy
| | - Luiz Eduardo Wildemberg
- Endocrine Unit and Neuroendocrinology Research Center, Medical School and Hospital Universitário Clementino Fraga Filho - Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-913, Brazil
- Neuroendocrine Unit - Instituto Estadual do Cérebro Paulo Niemeyer, Secretaria Estadual de Saúde, Rio de Janeiro 20231-092, Brazil
| | - Diego Ferone
- Endocrinology Unit, IRCCS Ospedale Policlinico San Martino, Genova 16132, Italy
- Endocrinology Unit, Department of Internal Medicine and Medical Specialties, University of Genova, Genova 16132, Italy
| | - Monica R Gadelha
- Endocrine Unit and Neuroendocrinology Research Center, Medical School and Hospital Universitário Clementino Fraga Filho - Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-913, Brazil
- Neuroendocrine Unit - Instituto Estadual do Cérebro Paulo Niemeyer, Secretaria Estadual de Saúde, Rio de Janeiro 20231-092, Brazil
- Neuropathology and Molecular Genetics Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer, Secretaria Estadual de Saúde, Rio de Janeiro 20231-092, Brazil
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Yu T, Liu F, Yin H, Yi N, Li M. Comment to the article by Pedro Brotons: Validation and implementation of a direct RT-qPCR method for rapid screening of SARS-CoV-2 infection by using non-invasive saliva samples, IJID 110 (2021) 363-370. Int J Infect Dis 2022; 123:131-132. [PMID: 35985568 PMCID: PMC9381421 DOI: 10.1016/j.ijid.2022.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 08/07/2022] [Indexed: 12/14/2022] Open
Affiliation(s)
- Tianfei Yu
- College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, 161006, China,Corresponding author: Ming Li, College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar 161006, China; College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, China
| | - Fangfang Liu
- College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, 161006, China
| | - Haichang Yin
- College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, 161006, China
| | - Nana Yi
- College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar, 161006, China
| | - Ming Li
- College of Computer and Control Engineering, Qiqihar University, Qiqihar, 161006, China,Corresponding author: Ming Li, College of Life Science and Agriculture Forestry, Qiqihar University, Qiqihar 161006, China; College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, China
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