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We thank the Foundation of the Spanish Society of Endocrinology and Nutrition (FSEEN) for the support to optain the open access of our manuscript. We thank all the researchers, technicians, and health personnel who have contributed to the development of the project, as well as, mainly and prominently, to the patients and their families for their generous contribution.

Analysis of institutional authors

Sampedro-Nunez, MiguelAuthorMartinez-Hernandez, RebecaAuthorálvarez Escola C.AuthorMarazuela, MonicaCorresponding Author
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Article

Integrative clinical, hormonal, and molecular data associate with invasiveness in acromegaly: REMAH study

Publicated to:EUROPEAN JOURNAL OF ENDOCRINOLOGY. 190 (6): 421-433 - 2024-06-05 190(6), DOI: 10.1093/ejendo/lvae045

Authors: Sampedro-Nunez, Miguel; Herrera-Martinez, Aura Dulcinea; Ibanez-Costa, Alejandro; Rivero-Cortes, Esther; Venegas, Eva; Robledo, Mercedes; Martinez-Hernandez, Rebeca; Garcia-Martinez, Araceli; Gil, Joan; Jorda, Mireia; Lopez-Fernandez, Judith; Gavilan, Inmaculada; Maraver, Silvia; Marques-Pamies, Montserrat; Camara, Rosa; Fajardo-Montanana, Carmen; Valassi, Elena; Dios, Elena; Aulinas, Anna; Biagetti, Betina; Escola, Cristina Alvarez; Araujo-Castro, Marta; Blanco, Concepcion; Paz, de Miguel; Villar-Taibo, Rocio; Alvarez, Clara, V; Gaztambide, Sonia; Webb, Susan M; Castano, Luis; Bernabeu, Ignacio; Pico, Antonio; Galvez, Maria-angeles; Puig-Domingo, Manel; Castano, Justo P; Marazuela, Monica; Luque, Raul M

Affiliations

Alicante Gen Univ Hosp, Dept Endocrinol & Nutr, Alicante, Spain - Author
Alicante Gen Univ Hosp, Inst Hlth & Biomed Res ISABIAL, Alicante, Spain - Author
CIBER Fisiopatol Obes & Nutr CIBERobn, Cordoba, Spain - Author
Complejo Hosp Univ Santiago de Compostela, Dept Endocrinol, La Coruna, Spain - Author
Complejo Hosp Univ Santiago de Compostela, Dept Endocrinol, Santiago De Compostela, A Coruna, Spain - Author
Ctr Invest Biomed Red Enfermedades Raras CIBERER G, Madrid, Spain - Author
Fdn Inst Invest Ciencies Salut Germans Trias i Puj, Dept Endocrinol & Nutr, Barcelona, Spain - Author
Hosp Clin San Carlos, Dept Endocrinol, Madrid, Spain - Author
Hosp La Paz, Dept Endocrinol, Madrid, Spain - Author
Hosp Municipal Badalona, Dept Endocrinol & Nutr, Barcelona, Spain - Author
Hosp Ramon & Cajal, Dept Endocrinol, Madrid, Spain - Author
Hosp Univ Canarias, Serv Endocrinol & Nutr, San Cristobal la Laguna, Santa Cruz De T, Spain - Author
Hosp Univ Germans Trias i Pujol, Dept Endocrinol & Nutr, Barcelona, Spain - Author
Hosp Univ i Politecn La Fe, Dept Endocrinol, Valencia, Spain - Author
Hosp Univ La Ribera, Dept Endocrinol, Valencia, Spain - Author
Hosp Univ Principe Asturias, Dept Endocrinol, Alcala De Henares, Madrid, Spain - Author
Hosp Univ Puerta del Mar Cadiz, Dept Endocrinol, Cadiz, Spain - Author
Hosp Univ Virgen Rocio, Unidad Gest Endocrinol & Nutr, Inst Biomed Sevilla IBiS, Seville, Spain - Author
Hosp Univ Virgen Victoria, Serv Endocrinol & Nutr, Malaga, Spain - Author
Hosp Valle De Hebron, Dept Endocrinol, Barcelona, Spain - Author
Inst Hlth & Biomed Res ISABIAL, Alicante, Spain - Author
Maimonides Biomed Res Inst Cordoba IMIBIC, Corboba, Spain - Author
Reina Sofia Univ Hosp, Cordoba, Spain - Author
Reina Sofia Univ Hosp, Endocrinol & Nutr Serv, Corboba, Spain - Author
Spanish Natl Canc Res Ctr CNIO, Hereditary Endocrine Canc Grp, Madrid, Spain - Author
Univ Autonoma Barcelona, Germans Trias i Pujol Res Inst & Hosp, Dept Endocrinol & Nutr, Dept Med, Barcelona, Spain - Author
Univ Autonoma Barcelona, Hosp Santa Creu i St Pau, IIB St Pau, Dept Endocrinol,Res Ctr Pituitary Dis CIBERER, Barcelona, Spain - Author
Univ Autonoma Madrid, Hosp Univ La Princesa, Dept Endocrinol & Nutr Hosp, Inst Invest Sanitaria Princesa, Madrid 28006, Spain - Author
Univ Basque Country UPV EHU, Hosp Univ Cruces, Endocrinol & Nutr Dept,Biobizkaia Hlth Res Inst, CIBERDEM,CIBERER,EndoERN, Baracaldo, Bizkaia, Spain - Author
Univ Cordoba, Dept Cell Biol Physiol & Immunol, Cordoba, Spain - Author
Univ Miguel Hernandez, CIBERER, Alicante, Spain - Author
Univ Santiago de Compostela USC, Ctr Invest Med Mol & Enfermedades Cron CIMUS, Santiago De Compostela, Spain - Author
Univ Vic, Cent Univ Catalonia, Hosp Santa Creu i St Pau, Dept Endocrinol,IIB St Pau,CIBER Enfermedades Rara, Barcelona, Spain - Author
Virgen Rocio Univ Hosp, Dept Endocrinol, Seville, Spain - Author
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Abstract

Introduction: Growth hormone (GH)-secreting pituitary tumors (GHomas) are the most common acromegaly cause. At diagnosis, most of them are macroadenomas, and up to 56% display cavernous sinus invasion. Biomarker assessment associated with tumor growth and invasion is important to optimize their management. Objectives: The study aims to identify clinical/hormonal/molecular biomarkers associated with tumor size and invasiveness in GHomas and to analyze the influence of pre-treatment with somatostatin analogs (SSAs) or dopamine agonists (DAs) in key molecular biomarker expression. Methods: Clinical/analytical/radiological variables were evaluated in 192 patients from the REMAH study (ambispective multicenter post-surgery study of the Spanish Society of Endocrinology and Nutrition). The expression of somatostatin/ghrelin/dopamine system components and key pituitary/proliferation markers was evaluated in GHomas after the first surgery. Univariate/multivariate regression studies were performed to identify association between variables. Results: Eighty percent of patients harbor macroadenomas (63.8% with extrasellar growth). Associations between larger and more invasive GHomas with younger age, visual abnormalities, higher IGF1 levels, extrasellar/suprasellar growth, and/or cavernous sinus invasion were found. Higher GH1 and lower PRL/POMC/CGA/AVPR1B/DRD2T/DRD2L expression levels (P < .05) were associated with tumor invasiveness. Least Absolute Shrinkage and Selection Operator's penalized regression identified combinations of clinical and molecular features with areas under the curve between 0.67 and 0.82. Pre-operative therapy with DA or SSAs did not alter the expression of any of the markers analyzed except for DRD1/AVPR1B (up-regulated with DA) and FSHB/CRHR1 (down-regulated with SSAs). Conclusions: A specific combination of clinical/analytical/molecular variables was found to be associated with tumor invasiveness and growth capacity in GHomas. Pre-treatment with first-line drugs for acromegaly did not significantly modify the expression of the most relevant biomarkers in our association model. These findings provide valuable insights for risk stratification and personalized management of GHomas.

Keywords
ClassificatioCombined molecular and clinical biomarkersCurationDopamineExpressionFollow-upMedical-treatmentOctreotidePituitary tumorPituitary-adenomasRemah studRemah studySomatostatin receptor subtype-1Somatotroph adenomasTranssphenoidal surgery

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal EUROPEAN JOURNAL OF ENDOCRINOLOGY due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position 27/186, thus managing to position itself as a Q1 (Primer Cuartil), in the category Endocrinology & Metabolism.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-05-12:

  • Scopus: 1
Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-05-12:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 21.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 19 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 10.2.
  • The number of mentions on the social network X (formerly Twitter): 17 (Altmetric).
Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (SAMPEDRO NUÑEZ, MIGUEL ANTONIO) .

the author responsible for correspondence tasks has been MARAZUELA AZPIROZ, MONICA.