1
|
Data mining analyses for precision medicine in acromegaly: a proof of concept. Sci Rep 2022; 12:8979. [PMID: 35643771 PMCID: PMC9148300 DOI: 10.1038/s41598-022-12955-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 05/13/2022] [Indexed: 11/21/2022] Open
Abstract
Predicting which acromegaly patients could benefit from somatostatin receptor ligands (SRL) is a must for personalized medicine. Although many biomarkers linked to SRL response have been identified, there is no consensus criterion on how to assign this pharmacologic treatment according to biomarker levels. Our aim is to provide better predictive tools for an accurate acromegaly patient stratification regarding the ability to respond to SRL. We took advantage of a multicenter study of 71 acromegaly patients and we used advanced mathematical modelling to predict SRL response combining molecular and clinical information. Different models of patient stratification were obtained, with a much higher accuracy when the studied cohort is fragmented according to relevant clinical characteristics. Considering all the models, a patient stratification based on the extrasellar growth of the tumor, sex, age and the expression of E-cadherin, GHRL, IN1-GHRL, DRD2, SSTR5 and PEBP1 is proposed, with accuracies that stand between 71 to 95%. In conclusion, the use of data mining could be very useful for implementation of personalized medicine in acromegaly through an interdisciplinary work between computer science, mathematics, biology and medicine. This new methodology opens a door to more precise and personalized medicine for acromegaly patients.
Collapse
|
2
|
Cracolici V, Wang EW, Gardner PA, Snyderman C, Gargano SM, Chiosea S, Singhi AD, Seethala RR. SSTR2 Expression in Olfactory Neuroblastoma: Clinical and Therapeutic Implications. Head Neck Pathol 2021; 15:1185-1191. [PMID: 33929681 PMCID: PMC8633213 DOI: 10.1007/s12105-021-01329-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 04/17/2021] [Indexed: 11/26/2022]
Abstract
Somatostatin receptor 2 (SSTR2) expression has previously been documented in olfactory neuroblastoma (ONB). Here, we fully characterize SSTR2 expression in ONB and correlate staining results with clinicopathologic parameters including Hyams grade. We also assess SSTR2 immunohistochemistry expression in various histologic mimics of ONB to assess its diagnostic functionality. 78 ONBs (51 primary biopsies/excisions and 27 recurrences/metastases) from 58 patients were stained for SSTR2. H-scores based on intensity (0-3 +) and percentage of tumor cells staining were assigned to all cases. 51 histologic mimics were stained and scored in an identical fashion. 77/78 (99%) ONB cases demonstrated SSTR2 staining (mean H-score: 189, range: 0-290). There were no significant differences in staining between primary tumors and recurrences/metastases (mean H-score: 185 vs 198). Primary low-grade ONB had somewhat stronger staining than high-grade tumors (mean H-score: 200 vs 174). SSTR2 expression had no prognostic value when considering disease-free or disease-specific survival. SSTR2 staining is significantly higher in ONB than its histologic mimics (mean H-score: 189 vs 12.9, p < 0.001) suggesting a potential use of the marker in diagnosis of ONB. In conclusion, SSTR2 is consistently expressed in ONB suggesting a role for somatostatin-analog based imaging and therapy in this disease. More generally, SSTR2 may be another marker of neuroendocrine differentiation in ONB.
Collapse
Affiliation(s)
- Vincent Cracolici
- Department of Pathology and Laboratory Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
- , 9500 Euclid Avenue, L25, Cleveland, OH, USA.
| | - Eric W Wang
- Department of Otolaryngology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Paul A Gardner
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Carl Snyderman
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Stacey M Gargano
- Department of Pathology and Laboratory Medicine, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Simion Chiosea
- Department of Pathology and Laboratory Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Department of Otolaryngology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Aatur D Singhi
- Department of Pathology and Laboratory Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Raja R Seethala
- Department of Pathology and Laboratory Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Department of Otolaryngology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| |
Collapse
|
3
|
Kitade H, Ohtsubo K, Hokkoku K, Mori M, Osamura RY, Sakuma H, Nakai M, Yano S. A case of advanced pancreatic neuroendocrine tumor in which octreotide long-acting repeatable was effective after failure of everolimus and sunitinib. Int Cancer Conf J 2019; 8:24-28. [PMID: 31149542 DOI: 10.1007/s13691-018-0348-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 10/27/2018] [Indexed: 01/01/2023] Open
Abstract
Molecular targeted drugs, such as everolimus and sunitinib, have shown efficacy against advanced pancreatic neuroendocrine tumors. Octreotide, a somatostatin analogue, improves the hormone-related symptoms in patients with neuroendocrine tumors. Furthermore, it has been reported that octreotide has antitumor activity in patients with metastatic midgut neuroendocrine tumors. However, whether octreotide has anti-proliferative effects in patients with advanced pancreatic neuroendocrine tumors is not fully understood. We report a 71-year-old man with multiple liver metastases of pancreatic neuroendocrine tumor. He was treated with everolimus 10 mg daily and sunitinib 25 mg daily on days 1-14 every 3 weeks at the physician's discretion. However, these molecular targeted drugs were discontinued due to disease progression or severe adverse effects. Octreotide long-acting repeatable was administered continuously from the initiation of everolimus treatment. The tumor marker level markedly decreased and the metastatic liver lesions showed shrinkage with octreotide treatment. Immunohistochemistry of tumor specimens obtained before treatment showed that somatostatin receptor 2, a high-affinity receptor for octreotide, was highly expressed. The clinical course of this patient suggested that octreotide long-acting repeatable may be a treatment option for advanced pancreatic neuroendocrine tumors after failure of everolimus and sunitinib. Further clinical trials are warranted to determine whether the expression of somatostatin receptor 2 in tumor tissues is predictive of octreotide efficacy.
Collapse
Affiliation(s)
- Hironori Kitade
- Department of Pharmacy, Houju Memorial Hospital, 11-71, Midorigaoka, Nomi, Ishikawa 923-1226 Japan
| | - Koushiro Ohtsubo
- 4Division of Medical Oncology, Cancer Research Institute, Kanazawa University, 13-1 Takara-machi, Kanazawa, Ishikawa 920-0934 Japan
| | - Kengo Hokkoku
- Department of Pharmacy, Houju Memorial Hospital, 11-71, Midorigaoka, Nomi, Ishikawa 923-1226 Japan
| | - Mitsue Mori
- Department of Pharmacy, Houju Memorial Hospital, 11-71, Midorigaoka, Nomi, Ishikawa 923-1226 Japan
| | - Robert Yoshiyuki Osamura
- 5Department of Pathology, International University of Health and Welfare Mita Hospital, 1-4-3 Mita, Minato-ku, Tokyo, 108-8239 Japan
| | - Hiroshi Sakuma
- Department of Surgery, Houju Memorial Hospital, 11-71, Midorigaoka, Nomi, Ishikawa 923-1226 Japan
| | - Masuo Nakai
- Department of Surgery, Houju Memorial Hospital, 11-71, Midorigaoka, Nomi, Ishikawa 923-1226 Japan
| | - Seiji Yano
- Outpatient Cancer Chemotherapy Center, Houju Memorial Hospital, 11-71, Midorigaoka, Nomi, Ishikawa 923-1226 Japan.,4Division of Medical Oncology, Cancer Research Institute, Kanazawa University, 13-1 Takara-machi, Kanazawa, Ishikawa 920-0934 Japan
| |
Collapse
|
4
|
Trouillas J, Vasiljevic A, Lapoirie M, Chinezu L, Jouanneau E, Raverot G. Pathological markers of somatotroph pituitary neuroendocrine tumors predicting the response to medical treatment. MINERVA ENDOCRINOL 2019; 44:129-136. [DOI: 10.23736/s0391-1977.18.02933-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
|
5
|
Ezzat S, Caspar-Bell GM, Chik CL, Denis MC, Domingue MÈ, Imran SA, Johnson MD, Lochnan HA, Grégoire Nyomba BL, Prebtani A, Ridout R, Ramirez JAR, Van Uum S. PREDICTIVE MARKERS FOR POSTSURGICAL MEDICAL MANAGEMENT OF ACROMEGALY: A SYSTEMATIC REVIEW AND CONSENSUS TREATMENT GUIDELINE. Endocr Pract 2019; 25:379-393. [PMID: 30657362 DOI: 10.4158/ep-2018-0500] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Objective: To clarify the selection of medical therapy following transsphenoidal surgery in patients with acromegaly, based on growth hormone (GH)/insulin-like growth factor 1 (IGF-1) response and glucometabolic control. Methods: We carried out a systematic literature review on three of the best studied and most practical predictive markers of the response to somatostatin analogues (SSAs): somatostatin receptor (SSTR) expression, tumor morphologic classification, and T2-weighted magnetic resonance imaging (MRI) signal intensity. Additional analyses focused on glucose metabolism in treated patients. Results: The literature survey confirmed significant associations of all three factors with SSA responsiveness. SSTR expression appears necessary for the SSA response; however, it is not sufficient, as approximately half of SSTR2-positive tumors failed to respond clinically to first-generation SSAs. MRI findings (T2-hypo-intensity) and a densely granulated phenotype also correlate with SSA efficacy, and are advantageous as predictive markers relative to SSTR expression alone. Glucometabolic control declines with SSA monotherapy, whereas GH receptor antagonist (GHRA) monotherapy may restore normoglycemia. Conclusion: We propose a decision tree to guide selection among SSAs, dopamine agonists (DAs), and GHRA for medical treatment of acromegaly in the postsurgical setting. This decision tree employs three validated predictive markers and other clinical considerations, to determine whether SSAs are appropriate first-line medical therapy in the postsurgical setting. DA treatment is favored in patients with modest IGF-1 elevation. GHRA treatment should be considered for patients with T2-hyperintense tumors with a sparsely granulated phenotype and/or low SSTR2 staining, and may also be favored for individuals with diabetes. Prospective analyses are required to test the utility of this therapeutic paradigm. Abbreviations: DA = dopamine agonist; DG = densely granulated; GH = growth hormone; GHRA = growth hormone receptor antagonist; HbA1c = glycated hemoglobin; IGF-1 = insulin-like growth factor-1; MRI = magnetic resonance imaging; SG = sparsely granulated; SSA = somatostatin analogue; SSTR = somatostatin receptor.
Collapse
|
6
|
Marazuela M, Ramos-Leví AM, Borges de Souza P, Zatelli MC. Is receptor profiling useful for predicting pituitary therapy? Eur J Endocrinol 2018; 179:D15-D25. [PMID: 30139823 DOI: 10.1530/eje-18-0549] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/13/2018] [Accepted: 08/22/2018] [Indexed: 12/31/2022]
Abstract
Medical treatment of pituitary tumours may present important challenges in the presence of resistance to first line therapy. In this setting, the availability of specific markers of responsiveness/resistance could be helpful to provide tailored patients' treatment. Pituitary receptor profiling has emerged as a potentially useful tool for predicting the response to specific pituitary-directed medical therapy, mainly somatostatin analogues and dopamine agonists. However, its utility is not always straightforward. In fact, agonist-receptor coupling to the consequent biological response is complex and sometimes jeopardizes the understanding of the molecular basis of pharmacological resistance. Defective expression of pituitary receptors, genetic alterations, truncated variants, impaired signal transduction or involvement of other proteins, such as cytoskeleton proteins or the Aryl hydrocarbon receptor interacting protein amongst others, have been linked to differential tumour phenotype or treatment responsiveness with conflicting results, keeping the debate on the utility of pituitary receptor profiling open. Why does this occur? How can we overcome the difficulties? Is there a true role for pituitary receptor profiling in the near future? All authors of this debate article agree on the need of prospective studies using standardized methods in order to assess the efficacy of receptor profiling as a reliable clinical predictive factor.
Collapse
Affiliation(s)
- Monica Marazuela
- Department of Endocrinology, Hospital Universitario La Princesa, Instituto de Investigación Princesa, Universidad Autónoma de Madrid, Madrid, Spain
| | - Ana M Ramos-Leví
- Department of Endocrinology, Hospital Universitario La Princesa, Instituto de Investigación Princesa, Universidad Autónoma de Madrid, Madrid, Spain
| | - Patricia Borges de Souza
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Maria Chiara Zatelli
- Section of Endocrinology and Internal Medicine, Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| |
Collapse
|
7
|
Bernabeu I, Cámara R, Marazuela M, Puig Domingo M. Documento de expertos sobre el manejo de la acromegalia. ENDOCRINOL DIAB NUTR 2018; 65:428-437. [DOI: 10.1016/j.endinu.2018.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Revised: 05/03/2018] [Accepted: 05/04/2018] [Indexed: 11/26/2022]
|
8
|
Sosa-Eroza E, Espinosa E, Ramírez-Rentería C, Mendoza V, Arreola R, Mercado M. Treatment of multiresistant prolactinomas with a combination of cabergoline and octreotide LAR. Endocrine 2018; 61:343-348. [PMID: 29948930 DOI: 10.1007/s12020-018-1638-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 05/15/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES Dopamine agonist (DA)-resistant prolactinomas are rare but they constitute a real challenge, since there are few therapeutic alternatives left for these patients. DESIGN AND SETTING Proof-of-concept study at a tertiary care, referral center. PATIENTS AND METHODS The studied population consisted of five patients (one female and four males, mean age at diagnosis 23.5 ± 19) with macroprolactinomas with persistent hyperprolactinemia and/or tumor mass despite high doses of cabergoline (CBG) and pituitary surgery, to whom 20 mg monthly of octreotide LAR was added for 6-13 months. Response was evaluated by measuring prolactin (PRL) levels and by magnetic resonance imaging. Immunohistochemistry (IHC) for pituitary hormones, Ki-67, and somatostatin receptor subtypes 2 and 5 was (SSTR2 and 5) was available in two of the subjects. RESULTS The addition of octreotide LAR to ongoing CBG treatment had no effect on either PRL levels or tumor size in three patients. In two of the five patients, combination treatment resulted in a significant reduction in PRL concentrations (from 7643 to 200 ng/mL and from 2587 to 470 ng/mL) as well as in adenoma size (93% reduction). IHC evaluation of tumor samples from two patients (a responder and a non-responder) revealed positive immunostaining for PRL and SSTR5 but not for other pituitary hormones or for SSTR2. CONCLUSIONS The addition of a somatostatin analog to ongoing CBG treatment may be effective in some patients with DA-resistant macroprolactinomas, independently of the adenoma's SSTR expression profile.
Collapse
Affiliation(s)
- Ernesto Sosa-Eroza
- Endocrinology Service and the Experimental Endocrinology Unit, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, MX, USA
| | - Etual Espinosa
- Endocrinology Service and the Experimental Endocrinology Unit, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, MX, USA
| | - Claudia Ramírez-Rentería
- Endocrinology Service and the Experimental Endocrinology Unit, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, MX, USA
| | - Victoria Mendoza
- Endocrinology Service and the Experimental Endocrinology Unit, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, MX, USA
| | - Rocío Arreola
- Pathology Department, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, MX, USA
| | - Moises Mercado
- Endocrinology Service and the Experimental Endocrinology Unit, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, MX, USA.
| |
Collapse
|
9
|
Importance of Immunohistochemical Detection of Somatostatin Receptors. Pathol Oncol Res 2018; 25:521-525. [DOI: 10.1007/s12253-018-0426-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 05/28/2018] [Indexed: 01/10/2023]
|
10
|
Czapiewski P, Kunc M, Gorczyński A, Haybaeck J, Okoń K, Reszec J, Lewczuk A, Dzierzanowski J, Karczewska J, Biernat W, Turri-Zanoni M, Castelnuovo P, Taverna C, Franchi A, La Rosa S, Sessa F, Klöppel G. Frequent expression of somatostatin receptor 2a in olfactory neuroblastomas: a new and distinctive feature. Hum Pathol 2018; 79:144-150. [PMID: 29807052 DOI: 10.1016/j.humpath.2018.05.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Revised: 05/02/2018] [Accepted: 05/11/2018] [Indexed: 12/15/2022]
Abstract
Olfactory neuroblastoma (ONB) is a malignant neuroendocrine neoplasm with a usually slow course, but with considerable recurrence rate. Many neuroendocrine tumors have shown good response to the treatment with somatostatin analogs and somatostatin radioreceptor therapy. In ONBs, there are scarce data on somatostatin-based treatment and the cellular expression of somatostatin receptors (SSTR), the prerequisite for binding and effect of somatostatin on normal and tumor cells. The aim of our study was to investigate the immunohistochemical expression of SSTR2A and SSTR5 in a cohort of 40 ONBs. In addition, tissue microarrays containing 40 high-grade sinonasal carcinomas as well as 6 sinonasal lymphomas, 3 rhabdomyosarcomas, and 3 Ewing sarcomas were evaluated. Volante system was applied for staining evaluation. Thirty cases (75%) were immunopositive for SSTR2A and 3 (7.5%) for SSTR5. Among the 30 SSTR2A-positive ONBs, 19 tumors (63.3%) scored 2+ and 11 (36.7%) scored 3+. All SSTR5-positive ONBs scored 2+. Neither sinonasal carcinomas nor sinonasal small round blue cell neoplasms expressed SSTR2A or SSTR5. The frequent expression of SSTR2A provides a rationale for radioreceptor diagnosis and therapy with SST analogs in ONBs. SSTR2A expression in ONBs is a helpful adjunct in the differential diagnosis of ONBs.
Collapse
Affiliation(s)
- Piotr Czapiewski
- Department of Pathomorphology, Medical University of Gdańsk, Gdańsk, Poland; Department of Pathology, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.
| | - Michał Kunc
- Department of Pathomorphology, Medical University of Gdańsk, Gdańsk, Poland
| | - Adam Gorczyński
- Department of Pathomorphology, Medical University of Gdańsk, Gdańsk, Poland
| | - Johannes Haybaeck
- Department of Pathology, Otto-von-Guericke University Magdeburg, Magdeburg, Germany; Department of Neuropathology, Institute of Pathology, Medical University Graz, Graz, Austria
| | - Krzysztof Okoń
- Department of Pathomorphology, Jagiellonian University Collegium Medicum, Kraków, Poland
| | - Joanna Reszec
- Department of Medical Pathomorphology, Medical University of Białystok,Białystok, Poland
| | - Anna Lewczuk
- Department of Endocrinology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | | | - Joanna Karczewska
- Department of Pathomorphology, Medical University of Gdańsk, Gdańsk, Poland
| | - Wojciech Biernat
- Department of Pathomorphology, Medical University of Gdańsk, Gdańsk, Poland
| | - Mario Turri-Zanoni
- Division of Otorhinolaryngology, Department of Biotechnology and Life Sciences (DBSV), University of Insubria, Varese, Italy
| | - Paolo Castelnuovo
- Division of Otorhinolaryngology, Department of Biotechnology and Life Sciences (DBSV), University of Insubria, Varese, Italy
| | - Cecilia Taverna
- Section of Anatomic Pathology, Department of Surgery and Translational Medicine, University of Florence, Florence, Italy
| | - Alessandro Franchi
- Department of Translational Research and of New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Stefano La Rosa
- Service of Clinical Pathology, Lausanne University Hospital, Institute of Pathology, Lausanne, Switzerland
| | - Fausto Sessa
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Günter Klöppel
- Department of Pathology, Technische Universität München, München, Germany
| |
Collapse
|
11
|
Kasajima A, Papotti M, Ito W, Brizzi MP, La Salvia A, Rapa I, Tachibana T, Yazdani S, Sasano H, Volante M. High interlaboratory and interobserver agreement of somatostatin receptor immunohistochemical determination and correlation with response to somatostatin analogs. Hum Pathol 2017; 72:144-152. [PMID: 29180250 DOI: 10.1016/j.humpath.2017.11.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 11/13/2017] [Accepted: 11/17/2017] [Indexed: 01/12/2023]
Abstract
Monoclonal antibodies to somatostatin receptors 2A (SSTR2A, UMB-1) and 5 (SSTR5, UMB-4) were reported to be highly reliable for immunohistochemical detection of these receptors in neuroendocrine neoplasms. However, the standardization of either the immunohistochemical procedure and the methods of evaluation has yet to be established. Fifty-two tissues from 38 patients with neuroendocrine neoplasm were retrieved from 2 institutions in Italy and Japan. The tissues were immunostained using 3 staining methodologies: 1 automated and 2 manual protocols from the Italian and Japanese institutions. The slides were independently evaluated by 3 observers (2 experienced pathologists and 1 medical student) using 3 scoring systems (Volante-Score, HER2-Score, and H-Score). The scores obtained from the staining methods were highly correlated with each other (r>0.85, P<.0001). Especially, the Volante- and HER2-Scores were highly concordant (r≥0.95, P≤.0001). Very high interobserver agreement was obtained irrespective of the method used and the experience of the evaluator, with the best concordance obtained by experienced pathologists evaluating automated system-stained slides (SSTR2A, r>0.97; SSTR5, r>0.96). HER2- and H-Scores were reliable to represent the characteristics of the patients. SSTR2A expression evaluated by the HER2-Score was significantly associated with clinical efficacy to somatostatin analogs (P=.04). SSTRs determination is an easily standardizable tool in different laboratories and is highly reproducible irrespective of the method of evaluation used. Given the positive association with clinical efficacy to somatostatin analogs, as well as the simple and widespread use, HER2-Score can be proposed as a standard evaluation procedure of SSTR2A and SSTR5 expression in neuroendocrine neoplasms.
Collapse
Affiliation(s)
- Atsuko Kasajima
- Department of Pathology, Tohoku University Graduate School of Medicine, 980-8574 Sendai, Japan; Department of Pathology, Technical University Munich, 81675 Munich, Germany.
| | - Mauro Papotti
- Department of Oncology, University of Turin at San Luigi Hospital, Orbassano, 10043 Turin, Italy; Città della Salute Hospital, Orbassano, 10126 Turin, Italy.
| | - Wataru Ito
- Department of Pathology, Tohoku University Graduate School of Medicine, 980-8574 Sendai, Japan.
| | - Maria Pia Brizzi
- Oncology Unit, San Luigi Hospital, Orbassano, 10043 Turin, Italy.
| | - Anna La Salvia
- Oncology Unit, San Luigi Hospital, Orbassano, 10043 Turin, Italy.
| | - Ida Rapa
- Department of Oncology, University of Turin at San Luigi Hospital, Orbassano, 10043 Turin, Italy.
| | - Tomoyoshi Tachibana
- Department of Pathology, Tohoku University Graduate School of Medicine, 980-8574 Sendai, Japan.
| | - Samaneh Yazdani
- Department of Pathology, Tohoku University Graduate School of Medicine, 980-8574 Sendai, Japan.
| | - Hironobu Sasano
- Department of Pathology, Tohoku University Graduate School of Medicine, 980-8574 Sendai, Japan.
| | - Marco Volante
- Department of Oncology, University of Turin at San Luigi Hospital, Orbassano, 10043 Turin, Italy.
| |
Collapse
|
12
|
Ibáñez-Costa A, Rivero-Cortés E, Vázquez-Borrego MC, Gahete MD, Jiménez-Reina L, Venegas-Moreno E, de la Riva A, Arráez MÁ, González-Molero I, Schmid HA, Maraver-Selfa S, Gavilán-Villarejo I, García-Arnés JA, Japón MA, Soto-Moreno A, Gálvez MA, Luque RM, Castaño JP. Octreotide and pasireotide (dis)similarly inhibit pituitary tumor cells in vitro. J Endocrinol 2016; 231:135-145. [PMID: 27587848 DOI: 10.1530/joe-16-0332] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 09/01/2016] [Indexed: 02/01/2023]
Abstract
Somatostatin analogs (SSA) are the mainstay of pharmacological treatment for pituitary adenomas. However, some patients escape from therapy with octreotide, a somatostatin receptor 2 (sst2)-preferring SSA, and pasireotide, a novel multi-sst-preferring SSA, may help to overcome this problem. It has been proposed that correspondence between sst1-sst5 expression pattern and SSA-binding profile could predict patient's response. To explore the cellular/molecular features associated with octreotide/pasireotide response, we performed a parallel comparison of their in vitro effects, evaluating sst1-sst5 expression, intracellular Ca2+ signaling ([Ca2+]i), hormone secretion and cell viability, in a series of 85 pituitary samples. Somatotropinomas expressed sst5>sst2, yet octreotide reduced [Ca2+]i more efficiently than pasireotide, while both SSA similarly decreased growth hormone release/expression and viability. Corticotropinomas predominantly expressed sst5, but displayed limited response to pasireotide, while octreotide reduced functional endpoints. Non-functioning adenomas preferentially expressed sst3 but, surprisingly, both SSA increased cell viability. Prolactinomas mainly expressed sst1 but were virtually unresponsive to SSA. Finally, both SSA decreased [Ca2+]i in normal pituitaries. In conclusion, both SSA act in vitro on pituitary adenomas exerting both similar and distinct effects; however, no evident correspondence was found with the sst1-sst5 profile. Thus, it seems plausible that additional factors, besides the simple abundance of a given sst, critically influence the SSA response.
Collapse
Affiliation(s)
- Alejandro Ibáñez-Costa
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Cell BiologyPhysiology and Immunology, Universidad de Córdoba, Córdoba, Spain
- Hospital Universitario Reina SofíaCórdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn)Córdoba, Spain
| | - Esther Rivero-Cortés
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Cell BiologyPhysiology and Immunology, Universidad de Córdoba, Córdoba, Spain
- Hospital Universitario Reina SofíaCórdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn)Córdoba, Spain
| | - Mari C Vázquez-Borrego
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Cell BiologyPhysiology and Immunology, Universidad de Córdoba, Córdoba, Spain
- Hospital Universitario Reina SofíaCórdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn)Córdoba, Spain
| | - Manuel D Gahete
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Cell BiologyPhysiology and Immunology, Universidad de Córdoba, Córdoba, Spain
- Hospital Universitario Reina SofíaCórdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn)Córdoba, Spain
| | - Luis Jiménez-Reina
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Morphological SciencesUniversidad de Córdoba, Córdoba, Spain
| | - Eva Venegas-Moreno
- Metabolism and Nutrition UnitHospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain
| | - Andrés de la Riva
- Service of NeurosurgeryHospital Universitario Reina Sofía, Córdoba, Spain
| | | | | | - Herbert A Schmid
- Novartis Pharma AGNovartis Institutes for Biomedical Research, Oncology, CH-4057 Basel, Switzerland
| | - Silvia Maraver-Selfa
- Service of Endocrinology and NutritionHospital Clínico Universitario Virgen de la Victoria, Málaga, Spain
| | | | | | - Miguel A Japón
- Department of PathologyHospital Universitario Virgen del Rocío, Seville, Spain
| | - Alfonso Soto-Moreno
- Metabolism and Nutrition UnitHospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain
| | - María A Gálvez
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Service of Endocrinology and NutritionHospital Universitario Reina Sofía, Córdoba, Spain
| | - Raúl M Luque
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Cell BiologyPhysiology and Immunology, Universidad de Córdoba, Córdoba, Spain
- Hospital Universitario Reina SofíaCórdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn)Córdoba, Spain
| | - Justo P Castaño
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)Córdoba, Spain
- Department of Cell BiologyPhysiology and Immunology, Universidad de Córdoba, Córdoba, Spain
- Hospital Universitario Reina SofíaCórdoba, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERObn)Córdoba, Spain
| |
Collapse
|
13
|
Asa SL, Ezzat S. Aggressive Pituitary Tumors or Localized Pituitary Carcinomas: Defining Pituitary Tumors. Expert Rev Endocrinol Metab 2016; 11:149-162. [PMID: 30058871 DOI: 10.1586/17446651.2016.1153422] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Pituitary tumors are common and exhibit a wide spectrum of hormonal, proliferative and invasive behaviors. Traditional classifications consider them malignant only when they exhibit metastasis. Patients who suffer morbidity and mortality from aggressive tumors classified as "adenomas" are denied support provided to patients with "cancers" and in many jurisdictions, these tumors are considered curiosities that do not warrant reporting in health registries. We propose use of the term "tumor" rather than "adenoma" to align with other neuroendocrine tumors. The features that can serve as diagnostic, prognostic and predictive markers are reviewed. Clinico-pathological and radiographic classifications provide important information and to date, no single biomarker has been able to offer valuable insight to guide the management of patients with pituitary tumors.
Collapse
Affiliation(s)
- Sylvia L Asa
- a Department of Pathology , University Health Network, University of Toronto , Toronto , Canada
- b Department of Laboratory Medicine and Pathobiology , University of Toronto , Toronto , Canada
| | - Shereen Ezzat
- c Department of Medicine , University Health Network, University of Toronto , Toronto , Canada
| |
Collapse
|
14
|
Drastikova M, Beranek M, Gabalec F, Netuka D, Masopust V, Cesak T, Marek J, Palicka V, Cap J. Expression profiles of somatostatin, dopamine, and estrogen receptors in pituitary adenomas determined by means of synthetic multilocus calibrators. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2015; 160:238-43. [PMID: 26607296 DOI: 10.5507/bp.2015.058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 11/11/2015] [Indexed: 01/09/2023] Open
Abstract
AIMS Pituitary adenomas (PA) are non-invasive benign tumors with a high autopsy prevalence. They are classified according to the type of hormone secreted (prolactin, growth hormone, adrenocorticotropin, thyrotropin, folitropin, or luteinizing hormone). Clinically non-functioning adenomas (CNFA) lacking the typical hypersecretion of hormones make up a significant portion of PA. The aim of the study was to determine the complete expression profiles of somatostatin receptors (SSTR1-SSTR5), dopamine receptors type 2 (D2R), and estrogen receptors (ER1) in various types of PA. METHODS Adenoma specimens were obtained from 206 patients during transsphenoidal resection. For quantitative analysis, reverse transcription and consequent real-time PCR with synthetic multilocus calibrators (SMC) were used. The obtained data were normalized to the number of transcripts of the beta-glucuronidase gene. RESULTS The use of SMC enabled the alignment of individual calibration functions for all the receptors. No relationships between the expression of the receptors and the tumor size, site of extension, gender or age at diagnosis were significant. In growth hormone-secreting adenomas, D2R and SSTR2 transcripts were extensively expressed, followed by ER1, SSTR5, SSTR3, and SSTR1. In patients with macroprolactinomas, transsphenoidal resection was indicated because dopamine agonists did not normalize prolactin levels. D2R, ER1 and SSTR1 transcripts were significantly transcribed. Corticotroph adenomas showed high levels of D2R and ER1 transcripts and lower amounts of SSTR2 and SSTR1 transcripts. SSTR5 transcripts were very low. Subjects with CNFA dominantly expressed D2R and ER1, followed by SSTR2 and SSTR3 mRNA. CONCLUSION We evaluated SSTR1-SSTR5, D2R, and ER1 expressions in a large group of pituitary adenomas and we found that determining their individual expression profiles could help when choosing the optimal postoperative treatment.
Collapse
Affiliation(s)
- Monika Drastikova
- Institute of Clinical Biochemistry and Diagnostics, Faculty of Medicine in Hradec Kralove, Charles University in Prague and University Hospital Hradec Kralove, Czech Republic
| | - Martin Beranek
- Institute of Clinical Biochemistry and Diagnostics, Faculty of Medicine in Hradec Kralove, Charles University in Prague and University Hospital Hradec Kralove, Czech Republic.,Department of Biochemical Sciences, Faculty of Pharmacy in Hradec Kralove, Charles University in Prague
| | - Filip Gabalec
- 4th Department of Internal Medicine - Hematology, Faculty of Medicine in Hradec Kralove, Charles University in Prague and University Hospital Hradec Kralove
| | - David Netuka
- Department of Neurosurgery, 1st Faculty of Medicine, Charles University in Prague and Central Military Hospital Prague
| | - Vaclav Masopust
- Department of Neurosurgery, 1st Faculty of Medicine, Charles University in Prague and Central Military Hospital Prague
| | - Tomas Cesak
- Department of Neurosurgery, Faculty of Medicine in Hradec Kralove, Charles University in Prague and University Hospital Hradec Kralove
| | - Josef Marek
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University in Prague
| | - Vladimir Palicka
- Institute of Clinical Biochemistry and Diagnostics, Faculty of Medicine in Hradec Kralove, Charles University in Prague and University Hospital Hradec Kralove, Czech Republic
| | - Jan Cap
- 4th Department of Internal Medicine - Hematology, Faculty of Medicine in Hradec Kralove, Charles University in Prague and University Hospital Hradec Kralove
| |
Collapse
|