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Dissecting the genetic heterogeneity of gastric cancer

BACKGROUND: Gastric cancer (GC) is clinically heterogenous according to location (cardia/non-cardia) and histopathology (diffuse/intestinal). We aimed to characterize the genetic risk architecture of GC according to its subtypes. Another aim was to examine whether cardia GC and oesophageal adenocarc...

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Autores principales: Hess, Timo, Maj, Carlo, Gehlen, Jan, Borisov, Oleg, Haas, Stephan L., Gockel, Ines, Vieth, Michael, Piessen, Guillaume, Alakus, Hakan, Vashist, Yogesh, Pereira, Carina, Knapp, Michael, Schüller, Vitalia, Quaas, Alexander, Grabsch, Heike I., Trautmann, Jessica, Malecka-Wojciesko, Ewa, Mokrowiecka, Anna, Speller, Jan, Mayr, Andreas, Schröder, Julia, Hillmer, Axel M., Heider, Dominik, Lordick, Florian, Pérez-Aísa, Ángeles, Campo, Rafael, Espinel, Jesús, Geijo, Fernando, Thomson, Concha, Bujanda, Luis, Sopeña, Federico, Lanas, Ángel, Pellisé, María, Pauligk, Claudia, Goetze, Thorsten Oliver, Zelck, Carolin, Reingruber, Julian, Hassanin, Emadeldin, Elbe, Peter, Alsabeah, Sandra, Lindblad, Mats, Nilsson, Magnus, Kreuser, Nicole, Thieme, René, Tavano, Francesca, Pastorino, Roberta, Arzani, Dario, Persiani, Roberto, Jung, Jin-On, Nienhüser, Henrik, Ott, Katja, Schumann, Ralf R., Kumpf, Oliver, Burock, Susen, Arndt, Volker, Jakubowska, Anna, Ławniczak, Małgorzta, Moreno, Victor, Martín, Vicente, Kogevinas, Manolis, Pollán, Marina, Dąbrowska, Justyna, Salas, Antonio, Cussenot, Olivier, Boland-Auge, Anne, Daian, Delphine, Deleuze, Jean-Francois, Salvi, Erika, Teder-Laving, Maris, Tomasello, Gianluca, Ratti, Margherita, Senti, Chiara, De Re, Valli, Steffan, Agostino, Hölscher, Arnulf H., Messerle, Katharina, Bruns, Christiane Josephine, Sīviņš, Armands, Bogdanova, Inga, Skieceviciene, Jurgita, Arstikyte, Justina, Moehler, Markus, Lang, Hauke, Grimminger, Peter P., Kruschewski, Martin, Vassos, Nikolaos, Schildberg, Claus, Lingohr, Philipp, Ridwelski, Karsten, Lippert, Hans, Fricker, Nadine, Krawitz, Peter, Hoffmann, Per, Nöthen, Markus M., Veits, Lothar, Izbicki, Jakob R., Mostowska, Adrianna, Martinón-Torres, Federico, Cusi, Daniele, Adolfsson, Rolf, Cancel-Tassin, Geraldine, Höblinger, Aksana, Rodermann, Ernst, Ludwig, Monika, Keller, Gisela, Metspalu, Andres, Brenner, Hermann, Heller, Joerg, Neef, Markus, Schepke, Michael, Dumoulin, Franz Ludwig, Hamann, Lutz, Cannizzaro, Renato, Ghidini, Michele, Plaßmann, Dominik, Geppert, Michael, Malfertheiner, Peter, Gehlen, Olivier, Skoczylas, Tomasz, Majewski, Marek, Lubiński, Jan, Palmieri, Orazio, Boccia, Stefania, Latiano, Anna, Aragones, Nuria, Schmidt, Thomas, Dinis-Ribeiro, Mário, Medeiros, Rui, Al-Batran, Salah-Eddin, Leja, Mārcis, Kupcinskas, Juozas, García-González, María A., Venerito, Marino, Schumacher, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212786/
https://www.ncbi.nlm.nih.gov/pubmed/37209533
http://dx.doi.org/10.1016/j.ebiom.2023.104616
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author Hess, Timo
Maj, Carlo
Gehlen, Jan
Borisov, Oleg
Haas, Stephan L.
Gockel, Ines
Vieth, Michael
Piessen, Guillaume
Alakus, Hakan
Vashist, Yogesh
Pereira, Carina
Knapp, Michael
Schüller, Vitalia
Quaas, Alexander
Grabsch, Heike I.
Trautmann, Jessica
Malecka-Wojciesko, Ewa
Mokrowiecka, Anna
Speller, Jan
Mayr, Andreas
Schröder, Julia
Hillmer, Axel M.
Heider, Dominik
Lordick, Florian
Pérez-Aísa, Ángeles
Campo, Rafael
Espinel, Jesús
Geijo, Fernando
Thomson, Concha
Bujanda, Luis
Sopeña, Federico
Lanas, Ángel
Pellisé, María
Pauligk, Claudia
Goetze, Thorsten Oliver
Zelck, Carolin
Reingruber, Julian
Hassanin, Emadeldin
Elbe, Peter
Alsabeah, Sandra
Lindblad, Mats
Nilsson, Magnus
Kreuser, Nicole
Thieme, René
Tavano, Francesca
Pastorino, Roberta
Arzani, Dario
Persiani, Roberto
Jung, Jin-On
Nienhüser, Henrik
Ott, Katja
Schumann, Ralf R.
Kumpf, Oliver
Burock, Susen
Arndt, Volker
Jakubowska, Anna
Ławniczak, Małgorzta
Moreno, Victor
Martín, Vicente
Kogevinas, Manolis
Pollán, Marina
Dąbrowska, Justyna
Salas, Antonio
Cussenot, Olivier
Boland-Auge, Anne
Daian, Delphine
Deleuze, Jean-Francois
Salvi, Erika
Teder-Laving, Maris
Tomasello, Gianluca
Ratti, Margherita
Senti, Chiara
De Re, Valli
Steffan, Agostino
Hölscher, Arnulf H.
Messerle, Katharina
Bruns, Christiane Josephine
Sīviņš, Armands
Bogdanova, Inga
Skieceviciene, Jurgita
Arstikyte, Justina
Moehler, Markus
Lang, Hauke
Grimminger, Peter P.
Kruschewski, Martin
Vassos, Nikolaos
Schildberg, Claus
Lingohr, Philipp
Ridwelski, Karsten
Lippert, Hans
Fricker, Nadine
Krawitz, Peter
Hoffmann, Per
Nöthen, Markus M.
Veits, Lothar
Izbicki, Jakob R.
Mostowska, Adrianna
Martinón-Torres, Federico
Cusi, Daniele
Adolfsson, Rolf
Cancel-Tassin, Geraldine
Höblinger, Aksana
Rodermann, Ernst
Ludwig, Monika
Keller, Gisela
Metspalu, Andres
Brenner, Hermann
Heller, Joerg
Neef, Markus
Schepke, Michael
Dumoulin, Franz Ludwig
Hamann, Lutz
Cannizzaro, Renato
Ghidini, Michele
Plaßmann, Dominik
Geppert, Michael
Malfertheiner, Peter
Gehlen, Olivier
Skoczylas, Tomasz
Majewski, Marek
Lubiński, Jan
Palmieri, Orazio
Boccia, Stefania
Latiano, Anna
Aragones, Nuria
Schmidt, Thomas
Dinis-Ribeiro, Mário
Medeiros, Rui
Al-Batran, Salah-Eddin
Leja, Mārcis
Kupcinskas, Juozas
García-González, María A.
Venerito, Marino
Schumacher, Johannes
author_facet Hess, Timo
Maj, Carlo
Gehlen, Jan
Borisov, Oleg
Haas, Stephan L.
Gockel, Ines
Vieth, Michael
Piessen, Guillaume
Alakus, Hakan
Vashist, Yogesh
Pereira, Carina
Knapp, Michael
Schüller, Vitalia
Quaas, Alexander
Grabsch, Heike I.
Trautmann, Jessica
Malecka-Wojciesko, Ewa
Mokrowiecka, Anna
Speller, Jan
Mayr, Andreas
Schröder, Julia
Hillmer, Axel M.
Heider, Dominik
Lordick, Florian
Pérez-Aísa, Ángeles
Campo, Rafael
Espinel, Jesús
Geijo, Fernando
Thomson, Concha
Bujanda, Luis
Sopeña, Federico
Lanas, Ángel
Pellisé, María
Pauligk, Claudia
Goetze, Thorsten Oliver
Zelck, Carolin
Reingruber, Julian
Hassanin, Emadeldin
Elbe, Peter
Alsabeah, Sandra
Lindblad, Mats
Nilsson, Magnus
Kreuser, Nicole
Thieme, René
Tavano, Francesca
Pastorino, Roberta
Arzani, Dario
Persiani, Roberto
Jung, Jin-On
Nienhüser, Henrik
Ott, Katja
Schumann, Ralf R.
Kumpf, Oliver
Burock, Susen
Arndt, Volker
Jakubowska, Anna
Ławniczak, Małgorzta
Moreno, Victor
Martín, Vicente
Kogevinas, Manolis
Pollán, Marina
Dąbrowska, Justyna
Salas, Antonio
Cussenot, Olivier
Boland-Auge, Anne
Daian, Delphine
Deleuze, Jean-Francois
Salvi, Erika
Teder-Laving, Maris
Tomasello, Gianluca
Ratti, Margherita
Senti, Chiara
De Re, Valli
Steffan, Agostino
Hölscher, Arnulf H.
Messerle, Katharina
Bruns, Christiane Josephine
Sīviņš, Armands
Bogdanova, Inga
Skieceviciene, Jurgita
Arstikyte, Justina
Moehler, Markus
Lang, Hauke
Grimminger, Peter P.
Kruschewski, Martin
Vassos, Nikolaos
Schildberg, Claus
Lingohr, Philipp
Ridwelski, Karsten
Lippert, Hans
Fricker, Nadine
Krawitz, Peter
Hoffmann, Per
Nöthen, Markus M.
Veits, Lothar
Izbicki, Jakob R.
Mostowska, Adrianna
Martinón-Torres, Federico
Cusi, Daniele
Adolfsson, Rolf
Cancel-Tassin, Geraldine
Höblinger, Aksana
Rodermann, Ernst
Ludwig, Monika
Keller, Gisela
Metspalu, Andres
Brenner, Hermann
Heller, Joerg
Neef, Markus
Schepke, Michael
Dumoulin, Franz Ludwig
Hamann, Lutz
Cannizzaro, Renato
Ghidini, Michele
Plaßmann, Dominik
Geppert, Michael
Malfertheiner, Peter
Gehlen, Olivier
Skoczylas, Tomasz
Majewski, Marek
Lubiński, Jan
Palmieri, Orazio
Boccia, Stefania
Latiano, Anna
Aragones, Nuria
Schmidt, Thomas
Dinis-Ribeiro, Mário
Medeiros, Rui
Al-Batran, Salah-Eddin
Leja, Mārcis
Kupcinskas, Juozas
García-González, María A.
Venerito, Marino
Schumacher, Johannes
author_sort Hess, Timo
collection PubMed
description BACKGROUND: Gastric cancer (GC) is clinically heterogenous according to location (cardia/non-cardia) and histopathology (diffuse/intestinal). We aimed to characterize the genetic risk architecture of GC according to its subtypes. Another aim was to examine whether cardia GC and oesophageal adenocarcinoma (OAC) and its precursor lesion Barrett’s oesophagus (BO), which are all located at the gastro-oesophageal junction (GOJ), share polygenic risk architecture. METHODS: We did a meta-analysis of ten European genome-wide association studies (GWAS) of GC and its subtypes. All patients had a histopathologically confirmed diagnosis of gastric adenocarcinoma. For the identification of risk genes among GWAS loci we did a transcriptome-wide association study (TWAS) and expression quantitative trait locus (eQTL) study from gastric corpus and antrum mucosa. To test whether cardia GC and OAC/BO share genetic aetiology we also used a European GWAS sample with OAC/BO. FINDINGS: Our GWAS consisting of 5816 patients and 10,999 controls highlights the genetic heterogeneity of GC according to its subtypes. We newly identified two and replicated five GC risk loci, all of them with subtype-specific association. The gastric transcriptome data consisting of 361 corpus and 342 antrum mucosa samples revealed that an upregulated expression of MUC1, ANKRD50, PTGER4, and PSCA are plausible GC-pathomechanisms at four GWAS loci. At another risk locus, we found that the blood-group 0 exerts protective effects for non-cardia and diffuse GC, while blood-group A increases risk for both GC subtypes. Furthermore, our GWAS on cardia GC and OAC/BO (10,279 patients, 16,527 controls) showed that both cancer entities share genetic aetiology at the polygenic level and identified two new risk loci on the single-marker level. INTERPRETATION: Our findings show that the pathophysiology of GC is genetically heterogenous according to location and histopathology. Moreover, our findings point to common molecular mechanisms underlying cardia GC and OAC/BO. FUNDING: 10.13039/501100001659German Research Foundation (DFG).
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spelling pubmed-102127862023-05-27 Dissecting the genetic heterogeneity of gastric cancer Hess, Timo Maj, Carlo Gehlen, Jan Borisov, Oleg Haas, Stephan L. Gockel, Ines Vieth, Michael Piessen, Guillaume Alakus, Hakan Vashist, Yogesh Pereira, Carina Knapp, Michael Schüller, Vitalia Quaas, Alexander Grabsch, Heike I. Trautmann, Jessica Malecka-Wojciesko, Ewa Mokrowiecka, Anna Speller, Jan Mayr, Andreas Schröder, Julia Hillmer, Axel M. Heider, Dominik Lordick, Florian Pérez-Aísa, Ángeles Campo, Rafael Espinel, Jesús Geijo, Fernando Thomson, Concha Bujanda, Luis Sopeña, Federico Lanas, Ángel Pellisé, María Pauligk, Claudia Goetze, Thorsten Oliver Zelck, Carolin Reingruber, Julian Hassanin, Emadeldin Elbe, Peter Alsabeah, Sandra Lindblad, Mats Nilsson, Magnus Kreuser, Nicole Thieme, René Tavano, Francesca Pastorino, Roberta Arzani, Dario Persiani, Roberto Jung, Jin-On Nienhüser, Henrik Ott, Katja Schumann, Ralf R. Kumpf, Oliver Burock, Susen Arndt, Volker Jakubowska, Anna Ławniczak, Małgorzta Moreno, Victor Martín, Vicente Kogevinas, Manolis Pollán, Marina Dąbrowska, Justyna Salas, Antonio Cussenot, Olivier Boland-Auge, Anne Daian, Delphine Deleuze, Jean-Francois Salvi, Erika Teder-Laving, Maris Tomasello, Gianluca Ratti, Margherita Senti, Chiara De Re, Valli Steffan, Agostino Hölscher, Arnulf H. Messerle, Katharina Bruns, Christiane Josephine Sīviņš, Armands Bogdanova, Inga Skieceviciene, Jurgita Arstikyte, Justina Moehler, Markus Lang, Hauke Grimminger, Peter P. Kruschewski, Martin Vassos, Nikolaos Schildberg, Claus Lingohr, Philipp Ridwelski, Karsten Lippert, Hans Fricker, Nadine Krawitz, Peter Hoffmann, Per Nöthen, Markus M. Veits, Lothar Izbicki, Jakob R. Mostowska, Adrianna Martinón-Torres, Federico Cusi, Daniele Adolfsson, Rolf Cancel-Tassin, Geraldine Höblinger, Aksana Rodermann, Ernst Ludwig, Monika Keller, Gisela Metspalu, Andres Brenner, Hermann Heller, Joerg Neef, Markus Schepke, Michael Dumoulin, Franz Ludwig Hamann, Lutz Cannizzaro, Renato Ghidini, Michele Plaßmann, Dominik Geppert, Michael Malfertheiner, Peter Gehlen, Olivier Skoczylas, Tomasz Majewski, Marek Lubiński, Jan Palmieri, Orazio Boccia, Stefania Latiano, Anna Aragones, Nuria Schmidt, Thomas Dinis-Ribeiro, Mário Medeiros, Rui Al-Batran, Salah-Eddin Leja, Mārcis Kupcinskas, Juozas García-González, María A. Venerito, Marino Schumacher, Johannes eBioMedicine Articles BACKGROUND: Gastric cancer (GC) is clinically heterogenous according to location (cardia/non-cardia) and histopathology (diffuse/intestinal). We aimed to characterize the genetic risk architecture of GC according to its subtypes. Another aim was to examine whether cardia GC and oesophageal adenocarcinoma (OAC) and its precursor lesion Barrett’s oesophagus (BO), which are all located at the gastro-oesophageal junction (GOJ), share polygenic risk architecture. METHODS: We did a meta-analysis of ten European genome-wide association studies (GWAS) of GC and its subtypes. All patients had a histopathologically confirmed diagnosis of gastric adenocarcinoma. For the identification of risk genes among GWAS loci we did a transcriptome-wide association study (TWAS) and expression quantitative trait locus (eQTL) study from gastric corpus and antrum mucosa. To test whether cardia GC and OAC/BO share genetic aetiology we also used a European GWAS sample with OAC/BO. FINDINGS: Our GWAS consisting of 5816 patients and 10,999 controls highlights the genetic heterogeneity of GC according to its subtypes. We newly identified two and replicated five GC risk loci, all of them with subtype-specific association. The gastric transcriptome data consisting of 361 corpus and 342 antrum mucosa samples revealed that an upregulated expression of MUC1, ANKRD50, PTGER4, and PSCA are plausible GC-pathomechanisms at four GWAS loci. At another risk locus, we found that the blood-group 0 exerts protective effects for non-cardia and diffuse GC, while blood-group A increases risk for both GC subtypes. Furthermore, our GWAS on cardia GC and OAC/BO (10,279 patients, 16,527 controls) showed that both cancer entities share genetic aetiology at the polygenic level and identified two new risk loci on the single-marker level. INTERPRETATION: Our findings show that the pathophysiology of GC is genetically heterogenous according to location and histopathology. Moreover, our findings point to common molecular mechanisms underlying cardia GC and OAC/BO. FUNDING: 10.13039/501100001659German Research Foundation (DFG). Elsevier 2023-05-18 /pmc/articles/PMC10212786/ /pubmed/37209533 http://dx.doi.org/10.1016/j.ebiom.2023.104616 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Articles
Hess, Timo
Maj, Carlo
Gehlen, Jan
Borisov, Oleg
Haas, Stephan L.
Gockel, Ines
Vieth, Michael
Piessen, Guillaume
Alakus, Hakan
Vashist, Yogesh
Pereira, Carina
Knapp, Michael
Schüller, Vitalia
Quaas, Alexander
Grabsch, Heike I.
Trautmann, Jessica
Malecka-Wojciesko, Ewa
Mokrowiecka, Anna
Speller, Jan
Mayr, Andreas
Schröder, Julia
Hillmer, Axel M.
Heider, Dominik
Lordick, Florian
Pérez-Aísa, Ángeles
Campo, Rafael
Espinel, Jesús
Geijo, Fernando
Thomson, Concha
Bujanda, Luis
Sopeña, Federico
Lanas, Ángel
Pellisé, María
Pauligk, Claudia
Goetze, Thorsten Oliver
Zelck, Carolin
Reingruber, Julian
Hassanin, Emadeldin
Elbe, Peter
Alsabeah, Sandra
Lindblad, Mats
Nilsson, Magnus
Kreuser, Nicole
Thieme, René
Tavano, Francesca
Pastorino, Roberta
Arzani, Dario
Persiani, Roberto
Jung, Jin-On
Nienhüser, Henrik
Ott, Katja
Schumann, Ralf R.
Kumpf, Oliver
Burock, Susen
Arndt, Volker
Jakubowska, Anna
Ławniczak, Małgorzta
Moreno, Victor
Martín, Vicente
Kogevinas, Manolis
Pollán, Marina
Dąbrowska, Justyna
Salas, Antonio
Cussenot, Olivier
Boland-Auge, Anne
Daian, Delphine
Deleuze, Jean-Francois
Salvi, Erika
Teder-Laving, Maris
Tomasello, Gianluca
Ratti, Margherita
Senti, Chiara
De Re, Valli
Steffan, Agostino
Hölscher, Arnulf H.
Messerle, Katharina
Bruns, Christiane Josephine
Sīviņš, Armands
Bogdanova, Inga
Skieceviciene, Jurgita
Arstikyte, Justina
Moehler, Markus
Lang, Hauke
Grimminger, Peter P.
Kruschewski, Martin
Vassos, Nikolaos
Schildberg, Claus
Lingohr, Philipp
Ridwelski, Karsten
Lippert, Hans
Fricker, Nadine
Krawitz, Peter
Hoffmann, Per
Nöthen, Markus M.
Veits, Lothar
Izbicki, Jakob R.
Mostowska, Adrianna
Martinón-Torres, Federico
Cusi, Daniele
Adolfsson, Rolf
Cancel-Tassin, Geraldine
Höblinger, Aksana
Rodermann, Ernst
Ludwig, Monika
Keller, Gisela
Metspalu, Andres
Brenner, Hermann
Heller, Joerg
Neef, Markus
Schepke, Michael
Dumoulin, Franz Ludwig
Hamann, Lutz
Cannizzaro, Renato
Ghidini, Michele
Plaßmann, Dominik
Geppert, Michael
Malfertheiner, Peter
Gehlen, Olivier
Skoczylas, Tomasz
Majewski, Marek
Lubiński, Jan
Palmieri, Orazio
Boccia, Stefania
Latiano, Anna
Aragones, Nuria
Schmidt, Thomas
Dinis-Ribeiro, Mário
Medeiros, Rui
Al-Batran, Salah-Eddin
Leja, Mārcis
Kupcinskas, Juozas
García-González, María A.
Venerito, Marino
Schumacher, Johannes
Dissecting the genetic heterogeneity of gastric cancer
title Dissecting the genetic heterogeneity of gastric cancer
title_full Dissecting the genetic heterogeneity of gastric cancer
title_fullStr Dissecting the genetic heterogeneity of gastric cancer
title_full_unstemmed Dissecting the genetic heterogeneity of gastric cancer
title_short Dissecting the genetic heterogeneity of gastric cancer
title_sort dissecting the genetic heterogeneity of gastric cancer
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212786/
https://www.ncbi.nlm.nih.gov/pubmed/37209533
http://dx.doi.org/10.1016/j.ebiom.2023.104616
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AT brunschristianejosephine dissectingthegeneticheterogeneityofgastriccancer
AT sivinsarmands dissectingthegeneticheterogeneityofgastriccancer
AT bogdanovainga dissectingthegeneticheterogeneityofgastriccancer
AT skiecevicienejurgita dissectingthegeneticheterogeneityofgastriccancer
AT arstikytejustina dissectingthegeneticheterogeneityofgastriccancer
AT moehlermarkus dissectingthegeneticheterogeneityofgastriccancer
AT langhauke dissectingthegeneticheterogeneityofgastriccancer
AT grimmingerpeterp dissectingthegeneticheterogeneityofgastriccancer
AT kruschewskimartin dissectingthegeneticheterogeneityofgastriccancer
AT vassosnikolaos dissectingthegeneticheterogeneityofgastriccancer
AT schildbergclaus dissectingthegeneticheterogeneityofgastriccancer
AT lingohrphilipp dissectingthegeneticheterogeneityofgastriccancer
AT ridwelskikarsten dissectingthegeneticheterogeneityofgastriccancer
AT lipperthans dissectingthegeneticheterogeneityofgastriccancer
AT frickernadine dissectingthegeneticheterogeneityofgastriccancer
AT krawitzpeter dissectingthegeneticheterogeneityofgastriccancer
AT hoffmannper dissectingthegeneticheterogeneityofgastriccancer
AT nothenmarkusm dissectingthegeneticheterogeneityofgastriccancer
AT veitslothar dissectingthegeneticheterogeneityofgastriccancer
AT izbickijakobr dissectingthegeneticheterogeneityofgastriccancer
AT mostowskaadrianna dissectingthegeneticheterogeneityofgastriccancer
AT martinontorresfederico dissectingthegeneticheterogeneityofgastriccancer
AT cusidaniele dissectingthegeneticheterogeneityofgastriccancer
AT adolfssonrolf dissectingthegeneticheterogeneityofgastriccancer
AT canceltassingeraldine dissectingthegeneticheterogeneityofgastriccancer
AT hoblingeraksana dissectingthegeneticheterogeneityofgastriccancer
AT rodermannernst dissectingthegeneticheterogeneityofgastriccancer
AT ludwigmonika dissectingthegeneticheterogeneityofgastriccancer
AT kellergisela dissectingthegeneticheterogeneityofgastriccancer
AT metspaluandres dissectingthegeneticheterogeneityofgastriccancer
AT brennerhermann dissectingthegeneticheterogeneityofgastriccancer
AT hellerjoerg dissectingthegeneticheterogeneityofgastriccancer
AT neefmarkus dissectingthegeneticheterogeneityofgastriccancer
AT schepkemichael dissectingthegeneticheterogeneityofgastriccancer
AT dumoulinfranzludwig dissectingthegeneticheterogeneityofgastriccancer
AT hamannlutz dissectingthegeneticheterogeneityofgastriccancer
AT cannizzarorenato dissectingthegeneticheterogeneityofgastriccancer
AT ghidinimichele dissectingthegeneticheterogeneityofgastriccancer
AT plaßmanndominik dissectingthegeneticheterogeneityofgastriccancer
AT geppertmichael dissectingthegeneticheterogeneityofgastriccancer
AT malfertheinerpeter dissectingthegeneticheterogeneityofgastriccancer
AT gehlenolivier dissectingthegeneticheterogeneityofgastriccancer
AT skoczylastomasz dissectingthegeneticheterogeneityofgastriccancer
AT majewskimarek dissectingthegeneticheterogeneityofgastriccancer
AT lubinskijan dissectingthegeneticheterogeneityofgastriccancer
AT palmieriorazio dissectingthegeneticheterogeneityofgastriccancer
AT bocciastefania dissectingthegeneticheterogeneityofgastriccancer
AT latianoanna dissectingthegeneticheterogeneityofgastriccancer
AT aragonesnuria dissectingthegeneticheterogeneityofgastriccancer
AT schmidtthomas dissectingthegeneticheterogeneityofgastriccancer
AT dinisribeiromario dissectingthegeneticheterogeneityofgastriccancer
AT medeirosrui dissectingthegeneticheterogeneityofgastriccancer
AT albatransalaheddin dissectingthegeneticheterogeneityofgastriccancer
AT lejamarcis dissectingthegeneticheterogeneityofgastriccancer
AT kupcinskasjuozas dissectingthegeneticheterogeneityofgastriccancer
AT garciagonzalezmariaa dissectingthegeneticheterogeneityofgastriccancer
AT veneritomarino dissectingthegeneticheterogeneityofgastriccancer
AT schumacherjohannes dissectingthegeneticheterogeneityofgastriccancer