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Pati, Sarthak ; Baid, Ujjwal ; Edwards, Brandon ; Sheller, Micah ; Wang, Shih-Han ; Reina, G. Anthony ; Foley, Patrick ; Gruzdev, Alexey ; Karkada, Deepthi ; Davatzikos, Christos ; Sako, Chiharu ; Ghodasara, Satyam ; Bilello, Michel ; Mohan, Suyash ; Vollmuth, Philipp ; Brugnara, Gianluca ; Jayachandran Preetha, Chandrakanth ; Sahm, Felix ; Maier-Hein, Klaus ; Zenk, Maximilian ; Bendszus, Martin ; Wick, Wolfgang ; Calabrese, Evan ; Rudie, Jeffrey ; Villanueva-Meyer, Javier ; Cha, Soonmee ; Ingalhalikar, Madhura ; Jadhav, Manali ; Pandey, Umang ; Saini, Jitender ; Garrett, John ; Larson, Matthew ; Jeraj, Robert ; Currie, Stuart ; Frood, Russell ; Fatania, Kavi ; Huang, Raymond Y. ; Chang, Ken ; Balaña, Carmen ; Capellades, Jaume ; Puig, Josep ; Trenkler, Johannes ; Pichler, Josef ; Necker, Georg ; Haunschmidt, Andreas ; Meckel, Stephan ; Shukla, Gaurav ; Liem, Spencer ; Alexander, Gregory S. ; Lombardo, Joseph ; Palmer, Joshua D. ; Flanders, Adam E. ; Dicker, Adam P. ; Sair, Haris I. ; Jones, Craig K. ; Venkataraman, Archana ; Jiang, Meirui ; So, Tiffany Y. ; Chen, Cheng ; Heng, Pheng Ann ; Dou, Qi ; Kozubek, Michal ; Lux, Filip ; Michálek, Jan ; Matula, Petr ; Keřkovský, Miloš ; Kopřivová, Tereza ; Dostál, Marek ; Vybíhal, Václav ; Vogelbaum, Michael A. ; Mitchell, J. Ross ; Farinhas, Joaquim ; Maldjian, Joseph A. ; Bangalore Yogananda, Chandan Ganesh ; Pinho, Marco C. ; Reddy, Divya ; Holcomb, James ; Wagner, Benjamin C. ; Ellingson, Benjamin M. ; Cloughesy, Timothy F. ; Raymond, Catalina ; Oughourlian, Talia ; Hagiwara, Akifumi ; Wang, Chencai ; To, Minh-Son ; Bhardwaj, Sargam ; Chong, Chee ; Agzarian, Marc ; Falcão, Alexandre Xavier ; Martins, Samuel B. ; Teixeira, Bernardo Corrêa de Almeida ; Sprenger, Flávia ; Menotti, David ; Lucio, Diego R. ; LaMontagne, Pamela ; Marcus, Daniel ; Wiestler, Benedikt ; Kofler, Florian ; Ezhov, Ivan ; Metz, Marie ; Jain, Rajan ; Lee, Matthew ; Lui, Yvonne W. ; McKinley, Richard ; Slotboom, Johannes ; Radojewski, Piotr ; Meier, Raphael ; Wiest, Roland Gerhard Rudi ; Murcia, Derrick ; Fu, Eric ; Haas, Rourke ; Thompson, John ; Ormond, David Ryan ; Badve, Chaitra ; Sloan, Andrew E. ; Vadmal, Vachan ; Waite, Kristin ; Colen, Rivka R. ; Pei, Linmin ; Ak, Murat ; Srinivasan, Ashok ; Bapuraj, Jayapalli Rajiv ; Rao, Arvind ; Wang, Nicholas ; Yoshiaki, Ota ; Moritani, Toshio ; Turk, Sevcan ; Lee, Joonsang ; Prabhudesai, Snehal ; Morón, Fanny ; Mandel, Jacob ; Kamnitsas, Konstantinos ; Glocker, Ben ; Dixon, Luke V. M. ; Williams, Matthew ; Zampakis, Peter ; Panagiotopoulos, Vasileios ; Tsiganos, Panagiotis ; Alexiou, Sotiris ; Haliassos, Ilias ; Zacharaki, Evangelia I. ; Moustakas, Konstantinos ; Kalogeropoulou, Christina ; Kardamakis, Dimitrios M. ; Choi, Yoon Seong ; Lee, Seung-Koo ; Chang, Jong Hee ; Ahn, Sung Soo ; Luo, Bing ; Poisson, Laila ; Wen, Ning ; Tiwari, Pallavi ; Verma, Ruchika ; Bareja, Rohan ; Yadav, Ipsa ; Chen, Jonathan ; Kumar, Neeraj ; Smits, Marion ; Voort, Sebastian R. van der ; Alafandi, Ahmed ; Incekara, Fatih ; Wijnenga, Maarten M. J. ; Kapsas, Georgios ; Gahrmann, Renske ; Schouten, Joost W. ; Dubbink, Hendrikus J. ; Vincent, Arnaud J. P. E. ; Van den Bent, Martin J. ; French, Pim J. ; Klein, Stefan ; Yuan, Yading ; Sharma, Sonam ; Tseng, Tzu-Chi ; Adabi, Saba ; Niclou, Simone P. ; Keunen, Olivier ; Hau, Ann-Christin ; Vallières, Martin ; Fortin, David ; Lepage, Martin ; Landman, Bennett ; Ramadass, Karthik ; Xu, Kaiwen ; Chotai, Silky ; Chambless, Lola B. ; Mistry, Akshitkumar ; Thompson, Reid C. ; Gusev, Yuriy ; Bhuvaneshwar, Krithika ; Sayah, Anousheh ; Bencheqroun, Camelia ; Belouali, Anas ; Madhavan, Subha ; Booth, Thomas C. ; Chelliah, Alysha ; Modat, Marc ; Shuaib, Haris ; Dragos, Carmen ; Abayazeed, Aly ; Kolodziej, Kenneth ; Hill, Michael ; Abbassy, Ahmed ; Gamal, Shady ; Mekhaimar, Mahmoud ; Qayati, Mohamed ; Reyes, Mauricio ; Park, Ji Eun ; Yun, Jihye ; Kim, Ho Sung ; Mahajan, Abhishek ; Muzi, Mark ; Benson, Sean ; Beets-Tan, Regina G. H. ; Teuwen, Jonas ; Herrera-Trujillo, Alejandro ; Trujillo, Maria ; Escobar, William ; Abello, Ana Lorena ; Bernal, Jose ; Gómez, Jhon ; Choi, Joseph ; Baek, Stephen ; Kim, Yusung ; Ismael, Heba ; Allen, Bryan ; Buatti, John M. ; Kotrotsou, Aikaterini ; Li, Hongwei ; Weiss, Tobias ; Weller, Michael ; Bink, Andrea ; Pouymayou, Bertrand ; Shaykh, Hassan F. ; Saltz, Joel ; Prasanna, Prateek ; Shrestha, Sampurna ; Mani, Kartik M. ; Payne, David ; Kurc, Tahsin ; Pelaez, Enrique ; Franco-Maldonado, Heydy ; Loayza, Francis ; Quevedo Sacoto, Andrés Sebastián ; Guevara, Pamela ; Torche, Esteban ; Mendoza, Cristobal ; Vera, Franco ; Ríos, Elvis ; López, Eduardo ; Velastin, Sergio Alejandro ; Ogbole, Godwin ; Soneye, Mayowa ; Oyekunle, Dotun ; Odafe-Oyibotha, Olubunmi ; Osobu, Babatunde ; Shu’aibu, Mustapha ; Dorcas, Adeleye ; Dako, Farouk ; Simpson, Amber L. ; Hamghalam, Mohammad ; Peoples, Jacob J. ; Hu, Ricky ; Tran, Anh ; Cutler, Danielle ; Moraes, Fabio Y. ; Boss, Michael A. ; Gimpel, James ; Kattil Veettil, Deepak ; Schmidt, Kendall ; Bialecki, Brian ; Marella, Sailaja ; Price, Cynthia ; Cimino, Lisa ; Apgar, Charles ; Shah, Prashant ; Menze, Bjoern Holger ; Barnholtz-Sloan, Jill S. ; Martin, Jason ; Bakas, Spyridon
Pati, Sarthak ; Baid, Ujjwal ; Edwards, Brandon ; Sheller, Micah ; Wang, Shih-Han ; Reina, G. Anthony ; Foley, Patrick ; Gruzdev, Alexey ; Karkada, Deepthi ; Davatzikos, Christos ; Sako, Chiharu ; Ghodasara, Satyam ; Bilello, Michel ; Mohan, Suyash ; Vollmuth, Philipp ; Brugnara, Gianluca ; Jayachandran Preetha, Chandrakanth ; Sahm, Felix ; Maier-Hein, Klaus ; Zenk, Maximilian ; Bendszus, Martin ; Wick, Wolfgang ; Calabrese, Evan ; Rudie, Jeffrey ; Villanueva-Meyer, Javier ; Cha, Soonmee ; Ingalhalikar, Madhura ; Jadhav, Manali ; Pandey, Umang ; Saini, Jitender ; Garrett, John ; Larson, Matthew ; Jeraj, Robert ; Currie, Stuart ; Frood, Russell ; Fatania, Kavi ; Huang, Raymond Y. ; Chang, Ken ; Balaña, Carmen ; Capellades, Jaume ; Puig, Josep ; Trenkler, Johannes ; Pichler, Josef ; Necker, Georg ; Haunschmidt, Andreas ; Meckel, Stephan ; Shukla, Gaurav ; Liem, Spencer ; Alexander, Gregory S. ; Lombardo, Joseph ; Palmer, Joshua D. ; Flanders, Adam E. ; Dicker, Adam P. ; Sair, Haris I. ; Jones, Craig K. ; Venkataraman, Archana ; Jiang, Meirui ; So, Tiffany Y. ; Chen, Cheng ; Heng, Pheng Ann ; Dou, Qi ; Kozubek, Michal ; Lux, Filip ; Michálek, Jan ; Matula, Petr ; Keřkovský, Miloš ; Kopřivová, Tereza ; Dostál, Marek ; Vybíhal, Václav ; Vogelbaum, Michael A. ; Mitchell, J. Ross ; Farinhas, Joaquim ; Maldjian, Joseph A. ; Bangalore Yogananda, Chandan Ganesh ; Pinho, Marco C. ; Reddy, Divya ; Holcomb, James ; Wagner, Benjamin C. ; Ellingson, Benjamin M. ; Cloughesy, Timothy F. ; Raymond, Catalina ; Oughourlian, Talia ; Hagiwara, Akifumi ; Wang, Chencai ; To, Minh-Son ; Bhardwaj, Sargam ; Chong, Chee ; Agzarian, Marc ; Falcão, Alexandre Xavier ; Martins, Samuel B. ; Teixeira, Bernardo Corrêa de Almeida ; Sprenger, Flávia ; Menotti, David ; Lucio, Diego R. ; LaMontagne, Pamela ; Marcus, Daniel ; Wiestler, Benedikt ; Kofler, Florian ; Ezhov, Ivan ; Metz, Marie ; Jain, Rajan ; Lee, Matthew ; Lui, Yvonne W. ; McKinley, Richard ; Slotboom, Johannes ; Radojewski, Piotr ; Meier, Raphael ; Wiest, Roland Gerhard Rudi ; Murcia, Derrick ; Fu, Eric ; Haas, Rourke ; Thompson, John ; Ormond, David Ryan ; Badve, Chaitra ; Sloan, Andrew E. ; Vadmal, Vachan ; Waite, Kristin ; Colen, Rivka R. ; Pei, Linmin ; Ak, Murat ; Srinivasan, Ashok ; Bapuraj, Jayapalli Rajiv ; Rao, Arvind ; Wang, Nicholas ; Yoshiaki, Ota ; Moritani, Toshio ; Turk, Sevcan ; Lee, Joonsang ; Prabhudesai, Snehal ; Morón, Fanny ; Mandel, Jacob ; Kamnitsas, Konstantinos ; Glocker, Ben ; Dixon, Luke V. M. ; Williams, Matthew ; Zampakis, Peter ; Panagiotopoulos, Vasileios ; Tsiganos, Panagiotis ; Alexiou, Sotiris ; Haliassos, Ilias ; Zacharaki, Evangelia I. ; Moustakas, Konstantinos ; Kalogeropoulou, Christina ; Kardamakis, Dimitrios M. ; Choi, Yoon Seong ; Lee, Seung-Koo ; Chang, Jong Hee ; Ahn, Sung Soo ; Luo, Bing ; Poisson, Laila ; Wen, Ning ; Tiwari, Pallavi ; Verma, Ruchika ; Bareja, Rohan ; Yadav, Ipsa ; Chen, Jonathan ; Kumar, Neeraj ; Smits, Marion ; Voort, Sebastian R. van der ; Alafandi, Ahmed ; Incekara, Fatih ; Wijnenga, Maarten M. J. ; Kapsas, Georgios ; Gahrmann, Renske ; Schouten, Joost W. ; Dubbink, Hendrikus J. ; Vincent, Arnaud J. P. E. ; Van den Bent, Martin J. ; French, Pim J. ; Klein, Stefan ; Yuan, Yading ; Sharma, Sonam ; Tseng, Tzu-Chi ; Adabi, Saba ; Niclou, Simone P. ; Keunen, Olivier ; Hau, Ann-Christin ; Vallières, Martin ; Fortin, David ; Lepage, Martin ; Landman, Bennett ; Ramadass, Karthik ; Xu, Kaiwen ; Chotai, Silky ; Chambless, Lola B. ; Mistry, Akshitkumar ; Thompson, Reid C. ; Gusev, Yuriy ; Bhuvaneshwar, Krithika ; Sayah, Anousheh ; Bencheqroun, Camelia ; Belouali, Anas ; Madhavan, Subha ; Booth, Thomas C. ; Chelliah, Alysha ; Modat, Marc ; Shuaib, Haris ; Dragos, Carmen ; Abayazeed, Aly ; Kolodziej, Kenneth ; Hill, Michael ; Abbassy, Ahmed ; Gamal, Shady ; Mekhaimar, Mahmoud ; Qayati, Mohamed ; Reyes, Mauricio ; Park, Ji Eun ; Yun, Jihye ; Kim, Ho Sung ; Mahajan, Abhishek ; Muzi, Mark ; Benson, Sean ; Beets-Tan, Regina G. H. ; Teuwen, Jonas ; Herrera-Trujillo, Alejandro ; Trujillo, Maria ; Escobar, William ; Abello, Ana Lorena ; Bernal, Jose ; Gómez, Jhon ; Choi, Joseph ; Baek, Stephen ; Kim, Yusung ; Ismael, Heba ; Allen, Bryan ; Buatti, John M. ; Kotrotsou, Aikaterini ; Li, Hongwei ; Weiss, Tobias ; Weller, Michael ; Bink, Andrea ; Pouymayou, Bertrand ; Shaykh, Hassan F. ; Saltz, Joel ; Prasanna, Prateek ; Shrestha, Sampurna ; Mani, Kartik M. ; Payne, David ; Kurc, Tahsin ; Pelaez, Enrique ; Franco-Maldonado, Heydy ; Loayza, Francis ; Quevedo Sacoto, Andrés Sebastián ; Guevara, Pamela ; Torche, Esteban ; Mendoza, Cristobal ; Vera, Franco ; Ríos, Elvis ; López, Eduardo ; Velastin, Sergio Alejandro ; Ogbole, Godwin ; Soneye, Mayowa ; Oyekunle, Dotun ; Odafe-Oyibotha, Olubunmi ; Osobu, Babatunde ; Shu’aibu, Mustapha ; Dorcas, Adeleye ; Dako, Farouk ; Simpson, Amber L. ; Hamghalam, Mohammad ; Peoples, Jacob J. ; Hu, Ricky ; Tran, Anh ; Cutler, Danielle ; Moraes, Fabio Y. ; Boss, Michael A. ; Gimpel, James ; Kattil Veettil, Deepak ; Schmidt, Kendall ; Bialecki, Brian ; Marella, Sailaja ; Price, Cynthia ; Cimino, Lisa ; Apgar, Charles ; Shah, Prashant ; Menze, Bjoern Holger ; Barnholtz-Sloan, Jill S. ; Martin, Jason ; Bakas, Spyridon
Epigenetic neural glioblastoma enhances synaptic integration and predicts therapeutic vulnerability
(2023)
Drexler, Richard ; Khatri, Robin ; Sauvigny, Thomas ; Mohme, Malte Eberhard ; Maire, Cecile ; Ryba, Alice ; Zghaibeh, Yahya ; Duhrsen, Lasse ; Salviano-Silva, Amanda ; Lamszus, Katrin ; Westphal, Manfred ; Gempt, Jens ; Wefers, Annika K. ; Neumann, Julia ; Bode, Helena ; Hausmann, Fabian ; Huber, Tobias ; Bonn, Stefan ; Jütten, Kerstin Maria ; Delev, Daniel I. ; Weber, Katharina J. ; Harter, Patrick Nikolaus ; Onken, Julia Sophie ; Vajkoczy, Peter ; Capper, David ; Wiestler, Benedikt ; Weller, Michael ; Snijder, Berend ; Buck, Alicia ; Weiss, Tobias ; Keough, Michael B. ; Ni, Lijun ; Monje, Michelle ; Silverbush, Dana ; Hovestadt, Volker ; Suva, Mario L. ; Krishna, Saritha ; Hervey-Jumper, Shawn ; Schüller, Ulrich ; Heiland, Henrik Dieter ; Hänzelmann, Sonja ; Ricklefs, Franz Lennard
Neural-tumor interactions drive glioma growth as evidenced in preclinical models, but clinical validation is nascent. We present an epigenetically defined neural signature of glioblastoma that independently affects patients survival. We use reference signatures of neural cells to deconvolve tumor DNA and classify samples into low- or high-neural tumors. High-neural glioblastomas exhibit hypomethylated CpG sites and upregulation of genes associated with synaptic integration. Single-cell transcriptomic analysis reveals high abundance of stem cell-like malignant cells classified as oligodendrocyte precursor and neural precursor cell-like in high-neural glioblastoma. High-neural glioblastoma cells engender neuron-to-glioma synapse formation in vitro and in vivo and show an unfavorable survival after xenografting. In patients, a high-neural signature associates with decreased survival as well as increased functional connectivity and can be detected via DNA analytes and brain-derived neurotrophic factor in plasma. Our study presents an epigenetically defined malignant neural signature in high-grade gliomas that is prognostically relevant.
Zhu, Yi ; Weiss, Tobias ; Zhang, Qiushi ; Sun, Rui ; Wang, Bo ; Yi, Xiao ; Wu, Zhicheng ; Gao, Huanhuan ; Cai, Xue ; Ruan, Guan ; Zhu, Tiansheng ; Xu, Chao ; Lou, Sai ; Yu, Xiaoyan ; Gillet, Ludovic ; Blattmann, Peter ; Saba, Karim ; Fankhauser, Christian D. ; Schmid, Michael B. ; Rutishauser, Dorothea ; Ljubicic, Jelena ; Christiansen, Ailsa ; Fritz, Christine ; Rupp, Niels Jan Felix ; Poyet, Cedric ; Rushing, Elisabeth ; Weller, Michael ; Roth, Patrick ; Haralambieva, Eugenia ; Hofer, Silvia ; Chen, Chen ; Jochum, Wolfram ; Gao, Xiaofei ; Teng, Xiaodong ; Chen, Lirong ; Zhong, Qing ; Wild, Peter Johannes ; Aebersold, Ruedi ; Guo, Tiannan
Formalin‐fixed, paraffin‐embedded (FFPE ), biobanked tissue samples offer an invaluable resource for clinical and biomarker research. Here, we developed a pressure cycling technology (PCT )‐SWATH mass spectrometry workflow to analyze FFPE tissue proteomes and applied it to the stratification of prostate cancer (PC a) and diffuse large B‐cell lymphoma (DLBCL ) samples. We show that the proteome patterns of FFPE PC a tissue samples and their analogous fresh‐frozen (FF ) counterparts have a high degree of similarity and we confirmed multiple proteins consistently regulated in PC a tissues in an independent sample cohort. We further demonstrate temporal stability of proteome patterns from FFPE samples that were stored between 1 and 15 years in a biobank and show a high degree of the proteome pattern similarity between two types of histological regions in small FFPE samples, that is, punched tissue biopsies and thin tissue sections of micrometer thickness, despite the existence of a certain degree of biological variations. Applying the method to two independent DLBCL cohorts, we identified myeloperoxidase, a peroxidase enzyme, as a novel prognostic marker. In summary, this study presents a robust proteomic method to analyze bulk and biopsy FFPE tissues and reports the first systematic comparison of proteome maps generated from FFPE and FF samples. Our data demonstrate the practicality and superiority of FFPE over FF samples for proteome in biomarker discovery. Promising biomarker candidates for PC a and DLBCL have been discovered.
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