Molecular determinants of enhanced response to somatostatin receptor ligands after debulking in large GH‐producing adenomas

Objective Large somatotrophic adenomas depict poor response to somatostatin receptor ligands (SRLs). Debulking has shown to enhance SRLs effect in some but not all cases and tumour volume reduction has been proposed as the main predictor of response. No biological studies have been performed so far...

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Veröffentlicht in:Clinical endocrinology (Oxford) 2021-05, Vol.94 (5), p.811-819
Hauptverfasser: Gil, Joan, Marques‐Pamies, Montserrat, Jordà, Mireia, Fajardo‐Montañana, Carmen, García‐Martínez, Araceli, Sampedro, Miguel, Serra, Guillermo, Salinas, Isabel, Blanco, Alberto, Valassi, Elena, Sesmilo, Gemma, Carrato, Cristina, Cámara, Rosa, Lamas, Cristina, Casano‐Sancho, Paula, Alvarez, Clara V., Bernabéu, Ignacio, Webb, Susan M., Picó, Antonio, Marazuela, Mónica, Puig‐Domingo, Manel, Adrados, Magdalena, Martínez Flores, Pedro, Leví, Ana María Ramos, Serrano‐Somavilla, Ana, Paz de Miguel Novoa, María, García Villanueva, Mercedes, Iglesias, Pedro, Rodríguez Berrocal, Víctor, Blanco, Concepción, Alameda Hernando, Carmen, Luis, Jesús Miguel Pérez, García Centeno, Rogelio, Iza, Begoña, Alvarez‐Escolá, Cristina, Pérez Zamarrón, Álvaro, Pérez López, Carlos, Alén, José F, Calatayud Gutiérrez, María, Paredes Sansinenea, Igor, Otero, Álvaro, María Recio, José, Sousa, Pablo, Aguilló Gutiérrez, Esperanza, Bances, Luciano, Calvo Gracia, Fernando L, Comuñas, Fernando, Crespo, Iris, Ma Martel, Luciana, Fernando Muñoz, Pau, Resmini, Eugenia, Roig, Olga, Santos, Alicia, Tresserras, Pere, Asencio, Carlos, Gras, Juan‐Ramón, Maria Montserrat, Juan, Obiols, Gabriel, Biagetti, Betina, Torres, Alberto, Vidal, Noemí, Guanyabens, Elena, Cajas, Priscilla, Cuatrecasas, Guillem, Enseñat, Joaquim, Mora, Mireia, Hansu, Felicia, Halperin, Irene, Buj, Raquel, Villalmanzo, Núria, Cecenarro, Laura, Hostalot, Cristina, Riesgo, Pedro, Simal‐Julian, Juan Antonio, Sandoval, Hernán, Abarca, Javier, Arias Mendoza, Nieves, Sánchez Ortiga, Ruth, Monjas, Irene, Aranda, Ignacio, Pedro Font, Teresa, Alonso Troncoso, Isabel, Fernández Catalina, Pablo, Álvarez San Martín, Rosa María, Villar, Rocío, Ballesteros, María D, Pérez Romero, Sihara, Fernández Rodríguez, Eva, García‐Allut, Alfredo, Serramito, Ramón, Prieto, Alma, Cotovad Bellas, Laura, Vidal Pardo, José‐Ignacio
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container_title Clinical endocrinology (Oxford)
container_volume 94
creator Gil, Joan
Marques‐Pamies, Montserrat
Jordà, Mireia
Fajardo‐Montañana, Carmen
García‐Martínez, Araceli
Sampedro, Miguel
Serra, Guillermo
Salinas, Isabel
Blanco, Alberto
Valassi, Elena
Sesmilo, Gemma
Carrato, Cristina
Cámara, Rosa
Lamas, Cristina
Casano‐Sancho, Paula
Alvarez, Clara V.
Bernabéu, Ignacio
Webb, Susan M.
Picó, Antonio
Marazuela, Mónica
Puig‐Domingo, Manel
Adrados, Magdalena
Martínez Flores, Pedro
Leví, Ana María Ramos
Serrano‐Somavilla, Ana
Paz de Miguel Novoa, María
García Villanueva, Mercedes
Iglesias, Pedro
Rodríguez Berrocal, Víctor
Blanco, Concepción
Alameda Hernando, Carmen
Luis, Jesús Miguel Pérez
García Centeno, Rogelio
Iza, Begoña
Alvarez‐Escolá, Cristina
Pérez Zamarrón, Álvaro
Pérez López, Carlos
Alén, José F
Calatayud Gutiérrez, María
Paredes Sansinenea, Igor
Otero, Álvaro
María Recio, José
Sousa, Pablo
Aguilló Gutiérrez, Esperanza
Bances, Luciano
Calvo Gracia, Fernando L
Comuñas, Fernando
Crespo, Iris
Ma Martel, Luciana
Fernando Muñoz, Pau
Resmini, Eugenia
Roig, Olga
Santos, Alicia
Tresserras, Pere
Asencio, Carlos
Gras, Juan‐Ramón
Maria Montserrat, Juan
Obiols, Gabriel
Biagetti, Betina
Torres, Alberto
Vidal, Noemí
Guanyabens, Elena
Cajas, Priscilla
Cuatrecasas, Guillem
Enseñat, Joaquim
Mora, Mireia
Hansu, Felicia
Halperin, Irene
Buj, Raquel
Villalmanzo, Núria
Cecenarro, Laura
Hostalot, Cristina
Riesgo, Pedro
Simal‐Julian, Juan Antonio
Sandoval, Hernán
Lamas, Cristina
Abarca, Javier
Arias Mendoza, Nieves
Sánchez Ortiga, Ruth
Monjas, Irene
Aranda, Ignacio
Pedro Font, Teresa
Alonso Troncoso, Isabel
Fernández Catalina, Pablo
Álvarez San Martín, Rosa María
Villar, Rocío
Ballesteros, María D
Pérez Romero, Sihara
Fernández Rodríguez, Eva
García‐Allut, Alfredo
Serramito, Ramón
Prieto, Alma
Cotovad Bellas, Laura
Vidal Pardo, José‐Ignacio
description Objective Large somatotrophic adenomas depict poor response to somatostatin receptor ligands (SRLs). Debulking has shown to enhance SRLs effect in some but not all cases and tumour volume reduction has been proposed as the main predictor of response. No biological studies have been performed so far in this matter. We aimed to identify molecular markers of response to SRLs after surgical debulking in GH‐secreting adenomas. Design We performed a multicenter retrospective study. Patients 24 patients bearing large GH‐producing tumours. Measurements Clinical data and SRLs response both before and after surgical debulking were collected, and 21 molecular biomarkers of SRLs response were studied in tumour samples by gene expression. Results From the 21 molecular markers studied, only two of them predicted enhanced SRLs response after surgery. Tumours with improved response to SRLs after surgical debulking showed lower levels of Ki‐67 (MKI67, FC = 0.17 and P = .008) and higher levels of RAR‐related orphan receptor C (RORC) (FC = 3.1 and P ˂ .001). When a cut‐off of no detectable expression was used for Ki‐67, the model provided a sensitivity of 100% and a specificity of 52.6% with an area under the curve of 65.8%. Using a cut‐off of 2 units of relative expression of RORC, the prediction model showed 100% of sensitivity and specificity. Conclusions High levels of RORC and low levels of Ki‐67 identify improved SRLs response after surgical debulking in large somatotropic adenomas. To determine their expression would facilitate medical treatment decision‐making after surgery.
doi_str_mv 10.1111/cen.14339
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Marques‐Pamies, Montserrat ; Jordà, Mireia ; Fajardo‐Montañana, Carmen ; García‐Martínez, Araceli ; Sampedro, Miguel ; Serra, Guillermo ; Salinas, Isabel ; Blanco, Alberto ; Valassi, Elena ; Sesmilo, Gemma ; Carrato, Cristina ; Cámara, Rosa ; Lamas, Cristina ; Casano‐Sancho, Paula ; Alvarez, Clara V. ; Bernabéu, Ignacio ; Webb, Susan M. ; Picó, Antonio ; Marazuela, Mónica ; Puig‐Domingo, Manel ; Adrados, Magdalena ; Martínez Flores, Pedro ; Leví, Ana María Ramos ; Serrano‐Somavilla, Ana ; Paz de Miguel Novoa, María ; García Villanueva, Mercedes ; Iglesias, Pedro ; Rodríguez Berrocal, Víctor ; Blanco, Concepción ; Alameda Hernando, Carmen ; Luis, Jesús Miguel Pérez ; García Centeno, Rogelio ; Iza, Begoña ; Alvarez‐Escolá, Cristina ; Pérez Zamarrón, Álvaro ; Pérez López, Carlos ; Alén, José F ; Calatayud Gutiérrez, María ; Paredes Sansinenea, Igor ; Otero, Álvaro ; María Recio, José ; Sousa, Pablo ; Aguilló Gutiérrez, Esperanza ; Bances, Luciano ; Calvo Gracia, Fernando L ; Comuñas, Fernando ; Crespo, Iris ; Ma Martel, Luciana ; Fernando Muñoz, Pau ; Resmini, Eugenia ; Roig, Olga ; Santos, Alicia ; Tresserras, Pere ; Asencio, Carlos ; Gras, Juan‐Ramón ; Maria Montserrat, Juan ; Obiols, Gabriel ; Biagetti, Betina ; Torres, Alberto ; Vidal, Noemí ; Guanyabens, Elena ; Cajas, Priscilla ; Cuatrecasas, Guillem ; Enseñat, Joaquim ; Mora, Mireia ; Hansu, Felicia ; Halperin, Irene ; Buj, Raquel ; Villalmanzo, Núria ; Cecenarro, Laura ; Hostalot, Cristina ; Riesgo, Pedro ; Simal‐Julian, Juan Antonio ; Sandoval, Hernán ; Lamas, Cristina ; Abarca, Javier ; Arias Mendoza, Nieves ; Sánchez Ortiga, Ruth ; Monjas, Irene ; Aranda, Ignacio ; Pedro Font, Teresa ; Alonso Troncoso, Isabel ; Fernández Catalina, Pablo ; Álvarez San Martín, Rosa María ; Villar, Rocío ; Ballesteros, María D ; Pérez Romero, Sihara ; Fernández Rodríguez, Eva ; García‐Allut, Alfredo ; Serramito, Ramón ; Prieto, Alma ; Cotovad Bellas, Laura ; Vidal Pardo, José‐Ignacio</creator><creatorcontrib>Gil, Joan ; Marques‐Pamies, Montserrat ; Jordà, Mireia ; Fajardo‐Montañana, Carmen ; García‐Martínez, Araceli ; Sampedro, Miguel ; Serra, Guillermo ; Salinas, Isabel ; Blanco, Alberto ; Valassi, Elena ; Sesmilo, Gemma ; Carrato, Cristina ; Cámara, Rosa ; Lamas, Cristina ; Casano‐Sancho, Paula ; Alvarez, Clara V. ; Bernabéu, Ignacio ; Webb, Susan M. ; Picó, Antonio ; Marazuela, Mónica ; Puig‐Domingo, Manel ; Adrados, Magdalena ; Martínez Flores, Pedro ; Leví, Ana María Ramos ; Serrano‐Somavilla, Ana ; Paz de Miguel Novoa, María ; García Villanueva, Mercedes ; Iglesias, Pedro ; Rodríguez Berrocal, Víctor ; Blanco, Concepción ; Alameda Hernando, Carmen ; Luis, Jesús Miguel Pérez ; García Centeno, Rogelio ; Iza, Begoña ; Alvarez‐Escolá, Cristina ; Pérez Zamarrón, Álvaro ; Pérez López, Carlos ; Alén, José F ; Calatayud Gutiérrez, María ; Paredes Sansinenea, Igor ; Otero, Álvaro ; María Recio, José ; Sousa, Pablo ; Aguilló Gutiérrez, Esperanza ; Bances, Luciano ; Calvo Gracia, Fernando L ; Comuñas, Fernando ; Crespo, Iris ; Ma Martel, Luciana ; Fernando Muñoz, Pau ; Resmini, Eugenia ; Roig, Olga ; Santos, Alicia ; Tresserras, Pere ; Asencio, Carlos ; Gras, Juan‐Ramón ; Maria Montserrat, Juan ; Obiols, Gabriel ; Biagetti, Betina ; Torres, Alberto ; Vidal, Noemí ; Guanyabens, Elena ; Cajas, Priscilla ; Cuatrecasas, Guillem ; Enseñat, Joaquim ; Mora, Mireia ; Hansu, Felicia ; Halperin, Irene ; Buj, Raquel ; Villalmanzo, Núria ; Cecenarro, Laura ; Hostalot, Cristina ; Riesgo, Pedro ; Simal‐Julian, Juan Antonio ; Sandoval, Hernán ; Lamas, Cristina ; Abarca, Javier ; Arias Mendoza, Nieves ; Sánchez Ortiga, Ruth ; Monjas, Irene ; Aranda, Ignacio ; Pedro Font, Teresa ; Alonso Troncoso, Isabel ; Fernández Catalina, Pablo ; Álvarez San Martín, Rosa María ; Villar, Rocío ; Ballesteros, María D ; Pérez Romero, Sihara ; Fernández Rodríguez, Eva ; García‐Allut, Alfredo ; Serramito, Ramón ; Prieto, Alma ; Cotovad Bellas, Laura ; Vidal Pardo, José‐Ignacio ; on behalf REMAH investigators ; on behalf REMAH investigators</creatorcontrib><description>Objective Large somatotrophic adenomas depict poor response to somatostatin receptor ligands (SRLs). Debulking has shown to enhance SRLs effect in some but not all cases and tumour volume reduction has been proposed as the main predictor of response. No biological studies have been performed so far in this matter. We aimed to identify molecular markers of response to SRLs after surgical debulking in GH‐secreting adenomas. Design We performed a multicenter retrospective study. Patients 24 patients bearing large GH‐producing tumours. Measurements Clinical data and SRLs response both before and after surgical debulking were collected, and 21 molecular biomarkers of SRLs response were studied in tumour samples by gene expression. Results From the 21 molecular markers studied, only two of them predicted enhanced SRLs response after surgery. Tumours with improved response to SRLs after surgical debulking showed lower levels of Ki‐67 (MKI67, FC = 0.17 and P = .008) and higher levels of RAR‐related orphan receptor C (RORC) (FC = 3.1 and P ˂ .001). When a cut‐off of no detectable expression was used for Ki‐67, the model provided a sensitivity of 100% and a specificity of 52.6% with an area under the curve of 65.8%. Using a cut‐off of 2 units of relative expression of RORC, the prediction model showed 100% of sensitivity and specificity. Conclusions High levels of RORC and low levels of Ki‐67 identify improved SRLs response after surgical debulking in large somatotropic adenomas. To determine their expression would facilitate medical treatment decision‐making after surgery.</description><identifier>ISSN: 0300-0664</identifier><identifier>EISSN: 1365-2265</identifier><identifier>DOI: 10.1111/cen.14339</identifier><identifier>PMID: 32978826</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>acromegaly ; Clinical decision making ; Decision making ; Gene expression ; Ki‐67 ; Ligands ; Medical treatment ; Patients ; Prediction models ; RORC ; Somatostatin ; somatostatin analogs ; somatostatin receptor ligands ; Surgery ; transsphenoidal surgery ; Tumors</subject><ispartof>Clinical endocrinology (Oxford), 2021-05, Vol.94 (5), p.811-819</ispartof><rights>2020 John Wiley &amp; Sons Ltd</rights><rights>2020 John Wiley &amp; Sons Ltd.</rights><rights>Copyright © 2021 John Wiley &amp; Sons Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3539-f61f3827b0228d291bccbb75d63af000ce8c9fc462781604c8618a08df4174543</citedby><cites>FETCH-LOGICAL-c3539-f61f3827b0228d291bccbb75d63af000ce8c9fc462781604c8618a08df4174543</cites><orcidid>0000-0003-1030-9119 ; 0000-0002-3864-0105 ; 0000-0003-4622-9508 ; 0000-0002-6744-7195</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fcen.14339$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fcen.14339$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>315,781,785,1418,27926,27927,45576,45577</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32978826$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gil, Joan</creatorcontrib><creatorcontrib>Marques‐Pamies, Montserrat</creatorcontrib><creatorcontrib>Jordà, Mireia</creatorcontrib><creatorcontrib>Fajardo‐Montañana, Carmen</creatorcontrib><creatorcontrib>García‐Martínez, Araceli</creatorcontrib><creatorcontrib>Sampedro, Miguel</creatorcontrib><creatorcontrib>Serra, Guillermo</creatorcontrib><creatorcontrib>Salinas, Isabel</creatorcontrib><creatorcontrib>Blanco, Alberto</creatorcontrib><creatorcontrib>Valassi, Elena</creatorcontrib><creatorcontrib>Sesmilo, Gemma</creatorcontrib><creatorcontrib>Carrato, Cristina</creatorcontrib><creatorcontrib>Cámara, Rosa</creatorcontrib><creatorcontrib>Lamas, Cristina</creatorcontrib><creatorcontrib>Casano‐Sancho, Paula</creatorcontrib><creatorcontrib>Alvarez, Clara V.</creatorcontrib><creatorcontrib>Bernabéu, Ignacio</creatorcontrib><creatorcontrib>Webb, Susan M.</creatorcontrib><creatorcontrib>Picó, Antonio</creatorcontrib><creatorcontrib>Marazuela, Mónica</creatorcontrib><creatorcontrib>Puig‐Domingo, Manel</creatorcontrib><creatorcontrib>Adrados, Magdalena</creatorcontrib><creatorcontrib>Martínez Flores, Pedro</creatorcontrib><creatorcontrib>Leví, Ana María Ramos</creatorcontrib><creatorcontrib>Serrano‐Somavilla, Ana</creatorcontrib><creatorcontrib>Paz de Miguel Novoa, María</creatorcontrib><creatorcontrib>García Villanueva, Mercedes</creatorcontrib><creatorcontrib>Iglesias, Pedro</creatorcontrib><creatorcontrib>Rodríguez Berrocal, Víctor</creatorcontrib><creatorcontrib>Blanco, Concepción</creatorcontrib><creatorcontrib>Alameda Hernando, Carmen</creatorcontrib><creatorcontrib>Luis, Jesús Miguel Pérez</creatorcontrib><creatorcontrib>García Centeno, Rogelio</creatorcontrib><creatorcontrib>Iza, Begoña</creatorcontrib><creatorcontrib>Alvarez‐Escolá, Cristina</creatorcontrib><creatorcontrib>Pérez Zamarrón, Álvaro</creatorcontrib><creatorcontrib>Pérez López, Carlos</creatorcontrib><creatorcontrib>Alén, José F</creatorcontrib><creatorcontrib>Calatayud Gutiérrez, María</creatorcontrib><creatorcontrib>Paredes Sansinenea, Igor</creatorcontrib><creatorcontrib>Otero, Álvaro</creatorcontrib><creatorcontrib>María Recio, José</creatorcontrib><creatorcontrib>Sousa, Pablo</creatorcontrib><creatorcontrib>Aguilló Gutiérrez, Esperanza</creatorcontrib><creatorcontrib>Bances, Luciano</creatorcontrib><creatorcontrib>Calvo Gracia, Fernando L</creatorcontrib><creatorcontrib>Comuñas, Fernando</creatorcontrib><creatorcontrib>Crespo, Iris</creatorcontrib><creatorcontrib>Ma Martel, Luciana</creatorcontrib><creatorcontrib>Fernando Muñoz, Pau</creatorcontrib><creatorcontrib>Resmini, Eugenia</creatorcontrib><creatorcontrib>Roig, Olga</creatorcontrib><creatorcontrib>Santos, Alicia</creatorcontrib><creatorcontrib>Tresserras, Pere</creatorcontrib><creatorcontrib>Asencio, Carlos</creatorcontrib><creatorcontrib>Gras, Juan‐Ramón</creatorcontrib><creatorcontrib>Maria Montserrat, Juan</creatorcontrib><creatorcontrib>Obiols, Gabriel</creatorcontrib><creatorcontrib>Biagetti, Betina</creatorcontrib><creatorcontrib>Torres, Alberto</creatorcontrib><creatorcontrib>Vidal, Noemí</creatorcontrib><creatorcontrib>Guanyabens, Elena</creatorcontrib><creatorcontrib>Cajas, Priscilla</creatorcontrib><creatorcontrib>Cuatrecasas, Guillem</creatorcontrib><creatorcontrib>Enseñat, Joaquim</creatorcontrib><creatorcontrib>Mora, Mireia</creatorcontrib><creatorcontrib>Hansu, Felicia</creatorcontrib><creatorcontrib>Halperin, Irene</creatorcontrib><creatorcontrib>Buj, Raquel</creatorcontrib><creatorcontrib>Villalmanzo, Núria</creatorcontrib><creatorcontrib>Cecenarro, Laura</creatorcontrib><creatorcontrib>Hostalot, Cristina</creatorcontrib><creatorcontrib>Riesgo, Pedro</creatorcontrib><creatorcontrib>Simal‐Julian, Juan Antonio</creatorcontrib><creatorcontrib>Sandoval, Hernán</creatorcontrib><creatorcontrib>Lamas, Cristina</creatorcontrib><creatorcontrib>Abarca, Javier</creatorcontrib><creatorcontrib>Arias Mendoza, Nieves</creatorcontrib><creatorcontrib>Sánchez Ortiga, Ruth</creatorcontrib><creatorcontrib>Monjas, Irene</creatorcontrib><creatorcontrib>Aranda, Ignacio</creatorcontrib><creatorcontrib>Pedro Font, Teresa</creatorcontrib><creatorcontrib>Alonso Troncoso, Isabel</creatorcontrib><creatorcontrib>Fernández Catalina, Pablo</creatorcontrib><creatorcontrib>Álvarez San Martín, Rosa María</creatorcontrib><creatorcontrib>Villar, Rocío</creatorcontrib><creatorcontrib>Ballesteros, María D</creatorcontrib><creatorcontrib>Pérez Romero, Sihara</creatorcontrib><creatorcontrib>Fernández Rodríguez, Eva</creatorcontrib><creatorcontrib>García‐Allut, Alfredo</creatorcontrib><creatorcontrib>Serramito, Ramón</creatorcontrib><creatorcontrib>Prieto, Alma</creatorcontrib><creatorcontrib>Cotovad Bellas, Laura</creatorcontrib><creatorcontrib>Vidal Pardo, José‐Ignacio</creatorcontrib><creatorcontrib>on behalf REMAH investigators</creatorcontrib><creatorcontrib>on behalf REMAH investigators</creatorcontrib><title>Molecular determinants of enhanced response to somatostatin receptor ligands after debulking in large GH‐producing adenomas</title><title>Clinical endocrinology (Oxford)</title><addtitle>Clin Endocrinol (Oxf)</addtitle><description>Objective Large somatotrophic adenomas depict poor response to somatostatin receptor ligands (SRLs). Debulking has shown to enhance SRLs effect in some but not all cases and tumour volume reduction has been proposed as the main predictor of response. No biological studies have been performed so far in this matter. We aimed to identify molecular markers of response to SRLs after surgical debulking in GH‐secreting adenomas. Design We performed a multicenter retrospective study. Patients 24 patients bearing large GH‐producing tumours. Measurements Clinical data and SRLs response both before and after surgical debulking were collected, and 21 molecular biomarkers of SRLs response were studied in tumour samples by gene expression. Results From the 21 molecular markers studied, only two of them predicted enhanced SRLs response after surgery. Tumours with improved response to SRLs after surgical debulking showed lower levels of Ki‐67 (MKI67, FC = 0.17 and P = .008) and higher levels of RAR‐related orphan receptor C (RORC) (FC = 3.1 and P ˂ .001). When a cut‐off of no detectable expression was used for Ki‐67, the model provided a sensitivity of 100% and a specificity of 52.6% with an area under the curve of 65.8%. Using a cut‐off of 2 units of relative expression of RORC, the prediction model showed 100% of sensitivity and specificity. Conclusions High levels of RORC and low levels of Ki‐67 identify improved SRLs response after surgical debulking in large somatotropic adenomas. To determine their expression would facilitate medical treatment decision‐making after surgery.</description><subject>acromegaly</subject><subject>Clinical decision making</subject><subject>Decision making</subject><subject>Gene expression</subject><subject>Ki‐67</subject><subject>Ligands</subject><subject>Medical treatment</subject><subject>Patients</subject><subject>Prediction models</subject><subject>RORC</subject><subject>Somatostatin</subject><subject>somatostatin analogs</subject><subject>somatostatin receptor ligands</subject><subject>Surgery</subject><subject>transsphenoidal surgery</subject><subject>Tumors</subject><issn>0300-0664</issn><issn>1365-2265</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp1kc9qFTEUh4Mo9tp20ReQgJt2MW3-TZJZyqW2QtWNrkMmObmdOpNckxlKF4KP4DP2SUy9bReCZ3PgnI-Pc_ghdETJKa115iCeUsF59wKtKJdtw5hsX6IV4YQ0REqxh96UckMIaTVRr9EeZ53SmskV-vkpjeCW0WbsYYY8DdHGueAUMMRrGx14nKFsUyyA54RLmuycymznIdaFg-2cMh6HjY2-YBuqoor6Zfw-xA2uTDVvAF9c3v_6vc3JL-5hbj3EKioH6FWwY4HDx76Pvn04_7q-bK6-XHxcv79qHG951wRJA9dM9YQx7VlHe-f6XrVechvqVw6064ITkilNJRFOS6ot0T4IqkQr-D463nnrCT8WKLOZhuJgHG2EtBTDhJC1OtVW9N0_6E1acqzXGdZSqpQWSlbqZEe5nErJEMw2D5PNd4YS85CJqZmYv5lU9u2jcekn8M_kUwgVONsBt8MId_83mfX5553yDyIEl6c</recordid><startdate>202105</startdate><enddate>202105</enddate><creator>Gil, Joan</creator><creator>Marques‐Pamies, Montserrat</creator><creator>Jordà, Mireia</creator><creator>Fajardo‐Montañana, Carmen</creator><creator>García‐Martínez, Araceli</creator><creator>Sampedro, Miguel</creator><creator>Serra, Guillermo</creator><creator>Salinas, Isabel</creator><creator>Blanco, Alberto</creator><creator>Valassi, Elena</creator><creator>Sesmilo, Gemma</creator><creator>Carrato, Cristina</creator><creator>Cámara, Rosa</creator><creator>Lamas, Cristina</creator><creator>Casano‐Sancho, Paula</creator><creator>Alvarez, Clara V.</creator><creator>Bernabéu, Ignacio</creator><creator>Webb, Susan M.</creator><creator>Picó, Antonio</creator><creator>Marazuela, Mónica</creator><creator>Puig‐Domingo, Manel</creator><creator>Adrados, Magdalena</creator><creator>Martínez Flores, Pedro</creator><creator>Leví, Ana María Ramos</creator><creator>Serrano‐Somavilla, Ana</creator><creator>Paz de Miguel Novoa, María</creator><creator>García Villanueva, Mercedes</creator><creator>Iglesias, Pedro</creator><creator>Rodríguez Berrocal, Víctor</creator><creator>Blanco, Concepción</creator><creator>Alameda Hernando, Carmen</creator><creator>Luis, Jesús Miguel Pérez</creator><creator>García Centeno, Rogelio</creator><creator>Iza, Begoña</creator><creator>Alvarez‐Escolá, Cristina</creator><creator>Pérez Zamarrón, Álvaro</creator><creator>Pérez López, Carlos</creator><creator>Alén, José F</creator><creator>Calatayud Gutiérrez, María</creator><creator>Paredes Sansinenea, Igor</creator><creator>Otero, Álvaro</creator><creator>María Recio, José</creator><creator>Sousa, Pablo</creator><creator>Aguilló Gutiérrez, Esperanza</creator><creator>Bances, Luciano</creator><creator>Calvo Gracia, Fernando L</creator><creator>Comuñas, Fernando</creator><creator>Crespo, Iris</creator><creator>Ma Martel, Luciana</creator><creator>Fernando Muñoz, Pau</creator><creator>Resmini, Eugenia</creator><creator>Roig, Olga</creator><creator>Santos, Alicia</creator><creator>Tresserras, Pere</creator><creator>Asencio, Carlos</creator><creator>Gras, Juan‐Ramón</creator><creator>Maria Montserrat, Juan</creator><creator>Obiols, Gabriel</creator><creator>Biagetti, Betina</creator><creator>Torres, Alberto</creator><creator>Vidal, Noemí</creator><creator>Guanyabens, Elena</creator><creator>Cajas, Priscilla</creator><creator>Cuatrecasas, Guillem</creator><creator>Enseñat, Joaquim</creator><creator>Mora, Mireia</creator><creator>Hansu, Felicia</creator><creator>Halperin, Irene</creator><creator>Buj, Raquel</creator><creator>Villalmanzo, Núria</creator><creator>Cecenarro, Laura</creator><creator>Hostalot, Cristina</creator><creator>Riesgo, Pedro</creator><creator>Simal‐Julian, Juan Antonio</creator><creator>Sandoval, Hernán</creator><creator>Lamas, Cristina</creator><creator>Abarca, Javier</creator><creator>Arias Mendoza, Nieves</creator><creator>Sánchez Ortiga, Ruth</creator><creator>Monjas, Irene</creator><creator>Aranda, Ignacio</creator><creator>Pedro Font, Teresa</creator><creator>Alonso Troncoso, Isabel</creator><creator>Fernández Catalina, Pablo</creator><creator>Álvarez San Martín, Rosa María</creator><creator>Villar, Rocío</creator><creator>Ballesteros, María D</creator><creator>Pérez Romero, Sihara</creator><creator>Fernández Rodríguez, Eva</creator><creator>García‐Allut, Alfredo</creator><creator>Serramito, Ramón</creator><creator>Prieto, Alma</creator><creator>Cotovad Bellas, Laura</creator><creator>Vidal Pardo, José‐Ignacio</creator><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-1030-9119</orcidid><orcidid>https://orcid.org/0000-0002-3864-0105</orcidid><orcidid>https://orcid.org/0000-0003-4622-9508</orcidid><orcidid>https://orcid.org/0000-0002-6744-7195</orcidid></search><sort><creationdate>202105</creationdate><title>Molecular determinants of enhanced response to somatostatin receptor ligands after debulking in large GH‐producing adenomas</title><author>Gil, Joan ; Marques‐Pamies, Montserrat ; Jordà, Mireia ; Fajardo‐Montañana, Carmen ; García‐Martínez, Araceli ; Sampedro, Miguel ; Serra, Guillermo ; Salinas, Isabel ; Blanco, Alberto ; Valassi, Elena ; Sesmilo, Gemma ; Carrato, Cristina ; Cámara, Rosa ; Lamas, Cristina ; Casano‐Sancho, Paula ; Alvarez, Clara V. ; Bernabéu, Ignacio ; Webb, Susan M. ; Picó, Antonio ; Marazuela, Mónica ; Puig‐Domingo, Manel ; Adrados, Magdalena ; Martínez Flores, Pedro ; Leví, Ana María Ramos ; Serrano‐Somavilla, Ana ; Paz de Miguel Novoa, María ; García Villanueva, Mercedes ; Iglesias, Pedro ; Rodríguez Berrocal, Víctor ; Blanco, Concepción ; Alameda Hernando, Carmen ; Luis, Jesús Miguel Pérez ; García Centeno, Rogelio ; Iza, Begoña ; Alvarez‐Escolá, Cristina ; Pérez Zamarrón, Álvaro ; Pérez López, Carlos ; Alén, José F ; Calatayud Gutiérrez, María ; Paredes Sansinenea, Igor ; Otero, Álvaro ; María Recio, José ; Sousa, Pablo ; Aguilló Gutiérrez, Esperanza ; Bances, Luciano ; Calvo Gracia, Fernando L ; Comuñas, Fernando ; Crespo, Iris ; Ma Martel, Luciana ; Fernando Muñoz, Pau ; Resmini, Eugenia ; Roig, Olga ; Santos, Alicia ; Tresserras, Pere ; Asencio, Carlos ; Gras, Juan‐Ramón ; Maria Montserrat, Juan ; Obiols, Gabriel ; Biagetti, Betina ; Torres, Alberto ; Vidal, Noemí ; Guanyabens, Elena ; Cajas, Priscilla ; Cuatrecasas, Guillem ; Enseñat, Joaquim ; Mora, Mireia ; Hansu, Felicia ; Halperin, Irene ; Buj, Raquel ; Villalmanzo, Núria ; Cecenarro, Laura ; Hostalot, Cristina ; Riesgo, Pedro ; Simal‐Julian, Juan Antonio ; Sandoval, Hernán ; Lamas, Cristina ; Abarca, Javier ; Arias Mendoza, Nieves ; Sánchez Ortiga, Ruth ; Monjas, Irene ; Aranda, Ignacio ; Pedro Font, Teresa ; Alonso Troncoso, Isabel ; Fernández Catalina, Pablo ; Álvarez San Martín, Rosa María ; Villar, Rocío ; Ballesteros, María D ; Pérez Romero, Sihara ; Fernández Rodríguez, Eva ; García‐Allut, Alfredo ; Serramito, Ramón ; Prieto, Alma ; Cotovad Bellas, Laura ; Vidal Pardo, José‐Ignacio</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3539-f61f3827b0228d291bccbb75d63af000ce8c9fc462781604c8618a08df4174543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>acromegaly</topic><topic>Clinical decision making</topic><topic>Decision making</topic><topic>Gene expression</topic><topic>Ki‐67</topic><topic>Ligands</topic><topic>Medical treatment</topic><topic>Patients</topic><topic>Prediction models</topic><topic>RORC</topic><topic>Somatostatin</topic><topic>somatostatin analogs</topic><topic>somatostatin receptor ligands</topic><topic>Surgery</topic><topic>transsphenoidal surgery</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gil, Joan</creatorcontrib><creatorcontrib>Marques‐Pamies, Montserrat</creatorcontrib><creatorcontrib>Jordà, Mireia</creatorcontrib><creatorcontrib>Fajardo‐Montañana, Carmen</creatorcontrib><creatorcontrib>García‐Martínez, Araceli</creatorcontrib><creatorcontrib>Sampedro, Miguel</creatorcontrib><creatorcontrib>Serra, Guillermo</creatorcontrib><creatorcontrib>Salinas, Isabel</creatorcontrib><creatorcontrib>Blanco, Alberto</creatorcontrib><creatorcontrib>Valassi, Elena</creatorcontrib><creatorcontrib>Sesmilo, Gemma</creatorcontrib><creatorcontrib>Carrato, Cristina</creatorcontrib><creatorcontrib>Cámara, Rosa</creatorcontrib><creatorcontrib>Lamas, Cristina</creatorcontrib><creatorcontrib>Casano‐Sancho, Paula</creatorcontrib><creatorcontrib>Alvarez, Clara V.</creatorcontrib><creatorcontrib>Bernabéu, Ignacio</creatorcontrib><creatorcontrib>Webb, Susan M.</creatorcontrib><creatorcontrib>Picó, Antonio</creatorcontrib><creatorcontrib>Marazuela, Mónica</creatorcontrib><creatorcontrib>Puig‐Domingo, Manel</creatorcontrib><creatorcontrib>Adrados, Magdalena</creatorcontrib><creatorcontrib>Martínez Flores, Pedro</creatorcontrib><creatorcontrib>Leví, Ana María Ramos</creatorcontrib><creatorcontrib>Serrano‐Somavilla, Ana</creatorcontrib><creatorcontrib>Paz de Miguel Novoa, María</creatorcontrib><creatorcontrib>García Villanueva, Mercedes</creatorcontrib><creatorcontrib>Iglesias, Pedro</creatorcontrib><creatorcontrib>Rodríguez Berrocal, Víctor</creatorcontrib><creatorcontrib>Blanco, Concepción</creatorcontrib><creatorcontrib>Alameda Hernando, Carmen</creatorcontrib><creatorcontrib>Luis, Jesús Miguel Pérez</creatorcontrib><creatorcontrib>García Centeno, Rogelio</creatorcontrib><creatorcontrib>Iza, Begoña</creatorcontrib><creatorcontrib>Alvarez‐Escolá, Cristina</creatorcontrib><creatorcontrib>Pérez Zamarrón, Álvaro</creatorcontrib><creatorcontrib>Pérez López, Carlos</creatorcontrib><creatorcontrib>Alén, José F</creatorcontrib><creatorcontrib>Calatayud Gutiérrez, María</creatorcontrib><creatorcontrib>Paredes Sansinenea, Igor</creatorcontrib><creatorcontrib>Otero, Álvaro</creatorcontrib><creatorcontrib>María Recio, José</creatorcontrib><creatorcontrib>Sousa, Pablo</creatorcontrib><creatorcontrib>Aguilló Gutiérrez, Esperanza</creatorcontrib><creatorcontrib>Bances, Luciano</creatorcontrib><creatorcontrib>Calvo Gracia, Fernando L</creatorcontrib><creatorcontrib>Comuñas, Fernando</creatorcontrib><creatorcontrib>Crespo, Iris</creatorcontrib><creatorcontrib>Ma Martel, Luciana</creatorcontrib><creatorcontrib>Fernando Muñoz, Pau</creatorcontrib><creatorcontrib>Resmini, Eugenia</creatorcontrib><creatorcontrib>Roig, Olga</creatorcontrib><creatorcontrib>Santos, Alicia</creatorcontrib><creatorcontrib>Tresserras, Pere</creatorcontrib><creatorcontrib>Asencio, Carlos</creatorcontrib><creatorcontrib>Gras, Juan‐Ramón</creatorcontrib><creatorcontrib>Maria Montserrat, Juan</creatorcontrib><creatorcontrib>Obiols, Gabriel</creatorcontrib><creatorcontrib>Biagetti, Betina</creatorcontrib><creatorcontrib>Torres, Alberto</creatorcontrib><creatorcontrib>Vidal, Noemí</creatorcontrib><creatorcontrib>Guanyabens, Elena</creatorcontrib><creatorcontrib>Cajas, Priscilla</creatorcontrib><creatorcontrib>Cuatrecasas, Guillem</creatorcontrib><creatorcontrib>Enseñat, Joaquim</creatorcontrib><creatorcontrib>Mora, Mireia</creatorcontrib><creatorcontrib>Hansu, Felicia</creatorcontrib><creatorcontrib>Halperin, Irene</creatorcontrib><creatorcontrib>Buj, Raquel</creatorcontrib><creatorcontrib>Villalmanzo, Núria</creatorcontrib><creatorcontrib>Cecenarro, Laura</creatorcontrib><creatorcontrib>Hostalot, Cristina</creatorcontrib><creatorcontrib>Riesgo, Pedro</creatorcontrib><creatorcontrib>Simal‐Julian, Juan Antonio</creatorcontrib><creatorcontrib>Sandoval, Hernán</creatorcontrib><creatorcontrib>Lamas, Cristina</creatorcontrib><creatorcontrib>Abarca, Javier</creatorcontrib><creatorcontrib>Arias Mendoza, Nieves</creatorcontrib><creatorcontrib>Sánchez Ortiga, Ruth</creatorcontrib><creatorcontrib>Monjas, Irene</creatorcontrib><creatorcontrib>Aranda, Ignacio</creatorcontrib><creatorcontrib>Pedro Font, Teresa</creatorcontrib><creatorcontrib>Alonso Troncoso, Isabel</creatorcontrib><creatorcontrib>Fernández Catalina, Pablo</creatorcontrib><creatorcontrib>Álvarez San Martín, Rosa María</creatorcontrib><creatorcontrib>Villar, Rocío</creatorcontrib><creatorcontrib>Ballesteros, María D</creatorcontrib><creatorcontrib>Pérez Romero, Sihara</creatorcontrib><creatorcontrib>Fernández Rodríguez, Eva</creatorcontrib><creatorcontrib>García‐Allut, Alfredo</creatorcontrib><creatorcontrib>Serramito, Ramón</creatorcontrib><creatorcontrib>Prieto, Alma</creatorcontrib><creatorcontrib>Cotovad Bellas, Laura</creatorcontrib><creatorcontrib>Vidal Pardo, José‐Ignacio</creatorcontrib><creatorcontrib>on behalf REMAH investigators</creatorcontrib><creatorcontrib>on behalf REMAH investigators</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium &amp; Calcified Tissue Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Clinical endocrinology (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gil, Joan</au><au>Marques‐Pamies, Montserrat</au><au>Jordà, Mireia</au><au>Fajardo‐Montañana, Carmen</au><au>García‐Martínez, Araceli</au><au>Sampedro, Miguel</au><au>Serra, Guillermo</au><au>Salinas, Isabel</au><au>Blanco, Alberto</au><au>Valassi, Elena</au><au>Sesmilo, Gemma</au><au>Carrato, Cristina</au><au>Cámara, Rosa</au><au>Lamas, Cristina</au><au>Casano‐Sancho, Paula</au><au>Alvarez, Clara V.</au><au>Bernabéu, Ignacio</au><au>Webb, Susan M.</au><au>Picó, Antonio</au><au>Marazuela, Mónica</au><au>Puig‐Domingo, Manel</au><au>Adrados, Magdalena</au><au>Martínez Flores, Pedro</au><au>Leví, Ana María Ramos</au><au>Serrano‐Somavilla, Ana</au><au>Paz de Miguel Novoa, María</au><au>García Villanueva, Mercedes</au><au>Iglesias, Pedro</au><au>Rodríguez Berrocal, Víctor</au><au>Blanco, Concepción</au><au>Alameda Hernando, Carmen</au><au>Luis, Jesús Miguel Pérez</au><au>García Centeno, Rogelio</au><au>Iza, Begoña</au><au>Alvarez‐Escolá, Cristina</au><au>Pérez Zamarrón, Álvaro</au><au>Pérez López, Carlos</au><au>Alén, José F</au><au>Calatayud Gutiérrez, María</au><au>Paredes Sansinenea, Igor</au><au>Otero, Álvaro</au><au>María Recio, José</au><au>Sousa, Pablo</au><au>Aguilló Gutiérrez, Esperanza</au><au>Bances, Luciano</au><au>Calvo Gracia, Fernando L</au><au>Comuñas, Fernando</au><au>Crespo, Iris</au><au>Ma Martel, Luciana</au><au>Fernando Muñoz, Pau</au><au>Resmini, Eugenia</au><au>Roig, Olga</au><au>Santos, Alicia</au><au>Tresserras, Pere</au><au>Asencio, Carlos</au><au>Gras, Juan‐Ramón</au><au>Maria Montserrat, Juan</au><au>Obiols, Gabriel</au><au>Biagetti, Betina</au><au>Torres, Alberto</au><au>Vidal, Noemí</au><au>Guanyabens, Elena</au><au>Cajas, Priscilla</au><au>Cuatrecasas, Guillem</au><au>Enseñat, Joaquim</au><au>Mora, Mireia</au><au>Hansu, Felicia</au><au>Halperin, Irene</au><au>Buj, Raquel</au><au>Villalmanzo, Núria</au><au>Cecenarro, Laura</au><au>Hostalot, Cristina</au><au>Riesgo, Pedro</au><au>Simal‐Julian, Juan Antonio</au><au>Sandoval, Hernán</au><au>Lamas, Cristina</au><au>Abarca, Javier</au><au>Arias Mendoza, Nieves</au><au>Sánchez Ortiga, Ruth</au><au>Monjas, Irene</au><au>Aranda, Ignacio</au><au>Pedro Font, Teresa</au><au>Alonso Troncoso, Isabel</au><au>Fernández Catalina, Pablo</au><au>Álvarez San Martín, Rosa María</au><au>Villar, Rocío</au><au>Ballesteros, María D</au><au>Pérez Romero, Sihara</au><au>Fernández Rodríguez, Eva</au><au>García‐Allut, Alfredo</au><au>Serramito, Ramón</au><au>Prieto, Alma</au><au>Cotovad Bellas, Laura</au><au>Vidal Pardo, José‐Ignacio</au><aucorp>on behalf REMAH investigators</aucorp><aucorp>on behalf REMAH investigators</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Molecular determinants of enhanced response to somatostatin receptor ligands after debulking in large GH‐producing adenomas</atitle><jtitle>Clinical endocrinology (Oxford)</jtitle><addtitle>Clin Endocrinol (Oxf)</addtitle><date>2021-05</date><risdate>2021</risdate><volume>94</volume><issue>5</issue><spage>811</spage><epage>819</epage><pages>811-819</pages><issn>0300-0664</issn><eissn>1365-2265</eissn><abstract>Objective Large somatotrophic adenomas depict poor response to somatostatin receptor ligands (SRLs). Debulking has shown to enhance SRLs effect in some but not all cases and tumour volume reduction has been proposed as the main predictor of response. No biological studies have been performed so far in this matter. We aimed to identify molecular markers of response to SRLs after surgical debulking in GH‐secreting adenomas. Design We performed a multicenter retrospective study. Patients 24 patients bearing large GH‐producing tumours. Measurements Clinical data and SRLs response both before and after surgical debulking were collected, and 21 molecular biomarkers of SRLs response were studied in tumour samples by gene expression. Results From the 21 molecular markers studied, only two of them predicted enhanced SRLs response after surgery. Tumours with improved response to SRLs after surgical debulking showed lower levels of Ki‐67 (MKI67, FC = 0.17 and P = .008) and higher levels of RAR‐related orphan receptor C (RORC) (FC = 3.1 and P ˂ .001). When a cut‐off of no detectable expression was used for Ki‐67, the model provided a sensitivity of 100% and a specificity of 52.6% with an area under the curve of 65.8%. Using a cut‐off of 2 units of relative expression of RORC, the prediction model showed 100% of sensitivity and specificity. Conclusions High levels of RORC and low levels of Ki‐67 identify improved SRLs response after surgical debulking in large somatotropic adenomas. To determine their expression would facilitate medical treatment decision‐making after surgery.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>32978826</pmid><doi>10.1111/cen.14339</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-1030-9119</orcidid><orcidid>https://orcid.org/0000-0002-3864-0105</orcidid><orcidid>https://orcid.org/0000-0003-4622-9508</orcidid><orcidid>https://orcid.org/0000-0002-6744-7195</orcidid></addata></record>
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subjects acromegaly
Clinical decision making
Decision making
Gene expression
Ki‐67
Ligands
Medical treatment
Patients
Prediction models
RORC
Somatostatin
somatostatin analogs
somatostatin receptor ligands
Surgery
transsphenoidal surgery
Tumors
title Molecular determinants of enhanced response to somatostatin receptor ligands after debulking in large GH‐producing adenomas
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