251 results on '"Goetze, Sandra"'
Search Results
2. Single-cell landscape of innate and acquired drug resistance in acute myeloid leukemia
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Wegmann, Rebekka, Bonilla, Ximena, Casanova, Ruben, Chevrier, Stéphane, Coelho, Ricardo, Esposito, Cinzia, Ficek-Pascual, Joanna, Goetze, Sandra, Gut, Gabriele, Jacob, Francis, Jacobs, Andrea, Kuipers, Jack, Lischetti, Ulrike, Mena, Julien, Milani, Emanuela S., Prummer, Michael, Del Castillo, Jacobo Sarabia, Singer, Franziska, Sivapatham, Sujana, Toussaint, Nora C., Vilinovszki, Oliver, Wildschut, Mattheus H. E., Thavayogarajah, Tharshika, Malani, Disha, Aebersold, Rudolf, Bacac, Marina, Beerenwinkel, Niko, Beisel, Christian, Bodenmiller, Bernd, Heinzelmann-Schwarz, Viola, Koelzer, Viktor H., Levesque, Mitchell P., Moch, Holger, Pelkmans, Lucas, Rätsch, Gunnar, Tolnay, Markus, Wicki, Andreas, Wollscheid, Bernd, Manz, Markus G., Snijder, Berend, and Theocharides, Alexandre P. A.
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- 2024
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3. Simultaneous targeted and discovery-driven clinical proteotyping using hybrid-PRM/DIA
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Goetze, Sandra, van Drogen, Audrey, Albinus, Jonas B., Fort, Kyle L., Gandhi, Tejas, Robbiani, Damiano, Laforte, Véronique, Reiter, Lukas, Levesque, Mitchell P., Xuan, Yue, and Wollscheid, Bernd
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- 2024
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4. Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis
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Wildschut, Mattheus H. E., Mena, Julien, Dördelmann, Cyril, van Oostrum, Marc, Hale, Benjamin D., Settelmeier, Jens, Festl, Yasmin, Lysenko, Veronika, Schürch, Patrick M., Ring, Alexander, Severin, Yannik, Bader, Michael S., Pedrioli, Patrick G. A., Goetze, Sandra, van Drogen, Audrey, Balabanov, Stefan, Skoda, Radek C., Lopes, Massimo, Wollscheid, Bernd, Theocharides, Alexandre P. A., and Snijder, Berend
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- 2023
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5. Ex vivo drug response heterogeneity reveals personalized therapeutic strategies for patients with multiple myeloma
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Kropivsek, Klara, Kachel, Paul, Goetze, Sandra, Wegmann, Rebekka, Festl, Yasmin, Severin, Yannik, Hale, Benjamin D., Mena, Julien, van Drogen, Audrey, Dietliker, Nadja, Tchinda, Joëlle, Wollscheid, Bernd, Manz, Markus G., and Snijder, Berend
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- 2023
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6. Mapping specificity, cleavage entropy, allosteric changes and substrates of blood proteases in a high-throughput screen
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Uliana, Federico, Vizovišek, Matej, Acquasaliente, Laura, Ciuffa, Rodolfo, Fossati, Andrea, Frommelt, Fabian, Goetze, Sandra, Wollscheid, Bernd, Gstaiger, Matthias, De Filippis, Vincenzo, auf dem Keller, Ulrich, and Aebersold, Ruedi
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Biochemistry and Cell Biology ,Chemical Sciences ,Biological Sciences ,Biotechnology ,Generic health relevance ,Allosteric Regulation ,Amino Acid Sequence ,Blood Coagulation ,Entropy ,Fluorescence ,HEK293 Cells ,High-Throughput Screening Assays ,Humans ,Matrix Metalloproteinases ,Peptide Hydrolases ,Peptides ,Substrate Specificity ,Thromboplastin - Abstract
Proteases are among the largest protein families and critical regulators of biochemical processes like apoptosis and blood coagulation. Knowledge of proteases has been expanded by the development of proteomic approaches, however, technology for multiplexed screening of proteases within native environments is currently lacking behind. Here we introduce a simple method to profile protease activity based on isolation of protease products from native lysates using a 96FASP filter, their analysis in a mass spectrometer and a custom data analysis pipeline. The method is significantly faster, cheaper, technically less demanding, easy to multiplex and produces accurate protease fingerprints. Using the blood cascade proteases as a case study, we obtain protease substrate profiles that can be used to map specificity, cleavage entropy and allosteric effects and to design protease probes. The data further show that protease substrate predictions enable the selection of potential physiological substrates for targeted validation in biochemical assays.
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- 2021
7. Integrated multi-omics reveals anaplerotic rewiring in methylmalonyl-CoA mutase deficiency
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Forny, Patrick, Bonilla, Ximena, Lamparter, David, Shao, Wenguang, Plessl, Tanja, Frei, Caroline, Bingisser, Anna, Goetze, Sandra, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G. A., Howald, Cedric, Poms, Martin, Traversi, Florian, Bürer, Céline, Cherkaoui, Sarah, Morscher, Raphael J., Simmons, Luke, Forny, Merima, Xenarios, Ioannis, Aebersold, Ruedi, Zamboni, Nicola, Rätsch, Gunnar, Dermitzakis, Emmanouil T., Wollscheid, Bernd, Baumgartner, Matthias R., and Froese, D. Sean
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- 2023
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8. Mapping the dynamic high-density lipoprotein synapse
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Frey, Kathrin, Rohrer, Lucia, Frommelt, Fabian, Ringwald, Meret, Potapenko, Anton, Goetze, Sandra, von Eckardstein, Arnold, and Wollscheid, Bernd
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- 2023
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9. Use of MS-GUIDE for identification of protein biomarkers for risk stratification of patients with prostate cancer
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Goetze, Sandra, Schüffler, Peter, Athanasiou, Alcibiade, Koetemann, Anika, Poyet, Cedric, Fankhauser, Christian Daniel, Wild, Peter J., Schiess, Ralph, and Wollscheid, Bernd
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- 2022
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10. Establishing standardized immune phenotyping of metastatic melanoma by digital pathology
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Sobottka, Bettina, Nowak, Marta, Frei, Anja Laura, Haberecker, Martina, Merki, Samuel, Levesque, Mitchell P., Dummer, Reinhard, Moch, Holger, Koelzer, Viktor Hendrik, Aebersold, Rudolf, Ak, Melike, Al-Quaddoomi, Faisal S., Albinus, Jonas, Alborelli, Ilaria, Andani, Sonali, Attinger, Per-Olof, Bacac, Marina, Baumhoer, Daniel, Beck-Schimmer, Beatrice, Beerenwinkel, Niko, Beisel, Christian, Bernasconi, Lara, Bertolini, Anne, Bodenmiller, Bernd, Bonilla, Ximena, Casanova, Ruben, Chevrier, Stéphane, Chicherova, Natalia, D'Costa, Maya, Danenberg, Esther, Davidson, Natalie, Drăganmoch, Monica-Andreea, Engler, Stefanie, Erkens, Martin, Eschbach, Katja, Esposito, Cinzia, Fedier, André, Ferreira, Pedro, Ficek, Joanna, Frey, Bruno, Goetze, Sandra, Grob, Linda, Gut, Gabriele, Günther, Detlef, Haeuptle, Pirmin, Heinzelmann-Schwarz, Viola, Herter, Sylvia, Holtackers, Rene, Huesser, Tamara, Irmisch, Anja, Jacob, Francis, Jacobs, Andrea, Jaeger, Tim M., Jahn, Katharina, James, Alva R., Jermann, Philip M., Kahles, André, Kahraman, Abdullah, Kuebler, Werner, Kuipers, Jack, Kunze, Christian P., Kurzeder, Christian, Lehmann, Kjong-Van, Lugert, Sebastian, Maass, Gerd, Manz, Markus G., Markolin, Philipp, Mena, Julien, Menzel, Ulrike, Metzler, Julian M., Miglino, Nicola, Milani, Emanuela S., Muenst, Simone, Murri, Riccardo, Ng, Charlotte K.Y., Nicolet, Stefan, Pedrioli, Patrick G.A., Pelkmans, Lucas, Piscuoglio, Salvatore, Prummer, Michael, Ritter, Mathilde, Rommel, Christian, Rosano-González, María L., Rätsch, Gunnar, Santacroce, Natascha, del Castillo, Jacobo Sarabia, Schlenker, Ramona, Schwalie, Petra C., Schwan, Severin, Schär, Tobias, Senti, Gabriela, Singer, Franziska, Sivapatham, Sujana, Snijder, Berend, Sreedharan, Vipin T., Stark, Stefan, Stekhoven, Daniel J., Theocharides, Alexandre P.A., Thomas, Tinu M., Tolnay, Markus, Tosevski, Vinko, Toussaint, Nora C., Tuncel, Mustafa A., Tusup, Marina, Van Drogen, Audrey, Vetter, Marcus, Vlajnic, Tatjana, Weber, Sandra, Weber, Walter P., Wegmann, Rebekka, Weller, Michael, Wendt, Fabian, Wey, Norbert, Wicki, Andreas, Wildschut, Mattheus HE, Wollscheid, Bernd, Yu, Shuqing, Ziegler, Johanna, Zimmermann, Marc, Zoche, Martin, and Zuend, Gregor
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- 2021
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11. Probabilistic pathway-based multimodal factor analysis.
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Immer, Alexander, Stark, Stefan G, Jacob, Francis, Bonilla, Ximena, Thomas, Tinu, Kahles, André, Goetze, Sandra, Milani, Emanuela S, Wollscheid, Bernd, Consortium, The Tumor Profiler, Rätsch, Gunnar, and Lehmann, Kjong-Van
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FACTOR analysis ,MOLECULAR biology ,RESEARCH questions ,TRANSCRIPTOMES ,SAMPLE size (Statistics) - Abstract
Motivation Multimodal profiling strategies promise to produce more informative insights into biomedical cohorts via the integration of the information each modality contributes. To perform this integration, however, the development of novel analytical strategies is needed. Multimodal profiling strategies often come at the expense of lower sample numbers, which can challenge methods to uncover shared signals across a cohort. Thus, factor analysis approaches are commonly used for the analysis of high-dimensional data in molecular biology, however, they typically do not yield representations that are directly interpretable, whereas many research questions often center around the analysis of pathways associated with specific observations. Results We develop PathFA, a novel approach for multimodal factor analysis over the space of pathways. PathFA produces integrative and interpretable views across multimodal profiling technologies, which allow for the derivation of concrete hypotheses. PathFA combines a pathway-learning approach with integrative multimodal capability under a Bayesian procedure that is efficient, hyper-parameter free, and able to automatically infer observation noise from the data. We demonstrate strong performance on small sample sizes within our simulation framework and on matched proteomics and transcriptomics profiles from real tumor samples taken from the Swiss Tumor Profiler consortium. On a subcohort of melanoma patients, PathFA recovers pathway activity that has been independently associated with poor outcome. We further demonstrate the ability of this approach to identify pathways associated with the presence of specific cell-types as well as tumor heterogeneity. Our results show that we capture known biology, making it well suited for analyzing multimodal sample cohorts. Availability and implementation The tool is implemented in python and available at https://github.com/ratschlab/path-fa [ABSTRACT FROM AUTHOR]
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- 2024
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12. Data from Proteomic Profiling of Advanced Melanoma Patients to Predict Therapeutic Response to Anti-PD-1 Therapy
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Zila, Nina, primary, Eichhoff, Ossia M., primary, Steiner, Irene, primary, Mohr, Thomas, primary, Bileck, Andrea, primary, Cheng, Phil F., primary, Leitner, Alexander, primary, Gillet, Ludovic, primary, Sajic, Tatjana, primary, Goetze, Sandra, primary, Friedrich, Betty, primary, Bortel, Patricia, primary, Strobl, Johanna, primary, Reitermaier, René, primary, Hogan, Sabrina A., primary, Martínez Gómez, Julia M., primary, Staeger, Ramon, primary, Tuchmann, Felix, primary, Peters, Sophie, primary, Stary, Georg, primary, Kuttke, Mario, primary, Elbe-Bürger, Adelheid, primary, Hoeller, Christoph, primary, Kunstfeld, Rainer, primary, Weninger, Wolfgang, primary, Wollscheid, Bernd, primary, Dummer, Reinhard, primary, French, Lars E., primary, Gerner, Christopher, primary, Aebersold, Ruedi, primary, Levesque, Mitchell P., primary, and Paulitschke, Verena, primary
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- 2024
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13. Supplementary Fig. S2 from Proteomic Profiling of Advanced Melanoma Patients to Predict Therapeutic Response to Anti-PD-1 Therapy
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Zila, Nina, primary, Eichhoff, Ossia M., primary, Steiner, Irene, primary, Mohr, Thomas, primary, Bileck, Andrea, primary, Cheng, Phil F., primary, Leitner, Alexander, primary, Gillet, Ludovic, primary, Sajic, Tatjana, primary, Goetze, Sandra, primary, Friedrich, Betty, primary, Bortel, Patricia, primary, Strobl, Johanna, primary, Reitermaier, René, primary, Hogan, Sabrina A., primary, Martínez Gómez, Julia M., primary, Staeger, Ramon, primary, Tuchmann, Felix, primary, Peters, Sophie, primary, Stary, Georg, primary, Kuttke, Mario, primary, Elbe-Bürger, Adelheid, primary, Hoeller, Christoph, primary, Kunstfeld, Rainer, primary, Weninger, Wolfgang, primary, Wollscheid, Bernd, primary, Dummer, Reinhard, primary, French, Lars E., primary, Gerner, Christopher, primary, Aebersold, Ruedi, primary, Levesque, Mitchell P., primary, and Paulitschke, Verena, primary
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- 2024
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14. Supplementary Table S1 from Proteomic Profiling of Advanced Melanoma Patients to Predict Therapeutic Response to Anti-PD-1 Therapy
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Zila, Nina, primary, Eichhoff, Ossia M., primary, Steiner, Irene, primary, Mohr, Thomas, primary, Bileck, Andrea, primary, Cheng, Phil F., primary, Leitner, Alexander, primary, Gillet, Ludovic, primary, Sajic, Tatjana, primary, Goetze, Sandra, primary, Friedrich, Betty, primary, Bortel, Patricia, primary, Strobl, Johanna, primary, Reitermaier, René, primary, Hogan, Sabrina A., primary, Martínez Gómez, Julia M., primary, Staeger, Ramon, primary, Tuchmann, Felix, primary, Peters, Sophie, primary, Stary, Georg, primary, Kuttke, Mario, primary, Elbe-Bürger, Adelheid, primary, Hoeller, Christoph, primary, Kunstfeld, Rainer, primary, Weninger, Wolfgang, primary, Wollscheid, Bernd, primary, Dummer, Reinhard, primary, French, Lars E., primary, Gerner, Christopher, primary, Aebersold, Ruedi, primary, Levesque, Mitchell P., primary, and Paulitschke, Verena, primary
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- 2024
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15. MassIVE.quant: a community resource of quantitative mass spectrometry–based proteomics datasets
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Choi, Meena, Carver, Jeremy, Chiva, Cristina, Tzouros, Manuel, Huang, Ting, Tsai, Tsung-Heng, Pullman, Benjamin, Bernhardt, Oliver M., Hüttenhain, Ruth, Teo, Guo Ci, Perez-Riverol, Yasset, Muntel, Jan, Müller, Maik, Goetze, Sandra, Pavlou, Maria, Verschueren, Erik, Wollscheid, Bernd, Nesvizhskii, Alexey I., Reiter, Lukas, Dunkley, Tom, Sabidó, Eduard, Bandeira, Nuno, and Vitek, Olga
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- 2020
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16. Diagnostics and correction of batch effects in large‐scale proteomic studies: a tutorial
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Čuklina, Jelena, Lee, Chloe H, Williams, Evan G, Sajic, Tatjana, Collins, Ben C, Rodríguez Martínez, María, Sharma, Varun S, Wendt, Fabian, Goetze, Sandra, Keele, Gregory R, Wollscheid, Bernd, Aebersold, Ruedi, and Pedrioli, Patrick G A
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- 2021
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17. Proteomic Profiling of Advanced Melanoma Patients to Predict Therapeutic Response to Anti-PD-1 Therapy
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Zila, Nina, primary, Eichhoff, Ossia M., additional, Steiner, Irene, additional, Mohr, Thomas, additional, Bileck, Andrea, additional, Cheng, Phil F., additional, Leitner, Alexander, additional, Gillet, Ludovic, additional, Sajic, Tatjana, additional, Goetze, Sandra, additional, Friedrich, Betty, additional, Bortel, Patricia, additional, Strobl, Johanna, additional, Reitermaier, René, additional, Hogan, Sabrina A., additional, Martínez Gómez, Julia M., additional, Staeger, Ramon, additional, Tuchmann, Felix, additional, Peters, Sophie, additional, Stary, Georg, additional, Kuttke, Mario, additional, Elbe-Bürger, Adelheid, additional, Hoeller, Christoph, additional, Kunstfeld, Rainer, additional, Weninger, Wolfgang, additional, Wollscheid, Bernd, additional, Dummer, Reinhard, additional, French, Lars E., additional, Gerner, Christopher, additional, Aebersold, Ruedi, additional, Levesque, Mitchell P., additional, and Paulitschke, Verena, additional
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- 2023
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18. DDDR-24. SINGLE-CELL FUNCTIONAL TISSUE PROFILING IDENTIFIES PROMISING CANDIDATES FOR DRUG REPURPOSING AGAINST GLIOBLASTOMA
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Weiss, Tobias, primary, Lee, Sohyon, additional, Buehler, Marcel, additional, Mena, Julien, additional, Lottenbach, Zuzanna, additional, Wegmann, Rebekka, additional, Bihl, Michael, additional, Sun, Miaomiao, additional, Goetze, Sandra, additional, van Drogen, Audrey, additional, Vasella, Flavio, additional, Wollscheid, Bernd, additional, Snijder, Berend, additional, and Weller, Michael, additional
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- 2023
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19. Chromatin Folding in Relation to Human Genome Function
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Mateos-Langerak, Julio, Giromus, Osdilly, de Leeuw, Wim, Bohn, Manfred, Verschure, Pernette J., Kreth, Gregor, Heermann, Dieter W., van Driel, Roel, and Goetze, Sandra
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Quantitative Biology - Genomics - Abstract
Three-dimensional (3D) chromatin structure is closely related to genome function, in particular transcription. However, the folding path of the chromatin fiber in the interphase nucleus is unknown. Here, we systematically measured the 3D physical distance between pairwise labeled genomic positions in gene-dense, highly transcribed domains and gene-poor less active areas on chromosomes 1 and 11 in G1 nuclei of human primary fibroblasts, using fluorescence in situ hybridization. Interpretation of our results and those published by others, based on polymer physics, shows that the folding of the chromatin fiber can be described as a polymer in a globular state (GS), maintained by intra-polymer attractive interactions that counteract self-avoidance forces. The GS polymer model is able to describe chromatin folding in as well the highly expressed domains as the lowly expressed ones, indicating that they differ in Kuhn length and chromatin compaction. Each type of genomic domain constitutes an ensemble of relatively compact globular folding states, resulting in a considerable cellto- cell variation between otherwise identical cells. We present evidence for different polymer folding regimes of the chromatin fiber on the length scale of a few mega base pairs and on that of complete chromosome arms (several tens of Mb). Our results present a novel view on the folding of the chromatin fiber in interphase and open the possibility to explore the nature of the intra-chromatin fiber interactions.
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- 2007
20. Proteasome properties of hemocytes differ between the whiteleg shrimp Penaeus vannamei and the brown shrimp Crangon crangon (Crustacea, Decapoda)
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Götze, Sandra, Saborowski, Reinhard, Martínez-Cruz, Oliviert, Muhlia-Almazán, Adriana, and Sánchez-Paz, Arturo
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- 2017
21. Standardization and harmonization of distributed multi-center proteotype analysis supporting precision medicine studies
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Xuan, Yue, Bateman, Nicholas W., Gallien, Sebastien, Goetze, Sandra, Zhou, Yue, Navarro, Pedro, Hu, Mo, Parikh, Niyati, Hood, Brian L., Conrads, Kelly A., Loosse, Christina, Kitata, Reta Birhanu, Piersma, Sander R., Chiasserini, Davide, Zhu, Hongwen, Hou, Guixue, Tahir, Muhammad, Macklin, Andrew, Khoo, Amanda, Sun, Xiuxuan, Crossett, Ben, Sickmann, Albert, Chen, Yu-Ju, Jimenez, Connie R., Zhou, Hu, Liu, Siqi, Larsen, Martin R., Kislinger, Thomas, Chen, Zhinan, Parker, Benjamin L., Cordwell, Stuart J., Wollscheid, Bernd, and Conrads, Thomas P.
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- 2020
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22. Integrated multi-omics reveals anaplerotic rewiring in methylmalonyl-CoA mutase deficiency
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Forny, Patrick; https://orcid.org/0000-0003-1877-2976, Bonilla, Ximena; https://orcid.org/0000-0002-4950-6825, Lamparter, David; https://orcid.org/0000-0002-9216-8825, Shao, Wenguang; https://orcid.org/0000-0003-0905-0728, Plessl, Tanja, Frei, Caroline; https://orcid.org/0000-0002-8879-6327, Bingisser, Anna, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G A, Howald, Cédric, Poms, Martin; https://orcid.org/0000-0002-4426-314X, Traversi, Florian, Bürer, Céline, Cherkaoui, Sarah; https://orcid.org/0000-0002-0636-4177, Morscher, Raphael J; https://orcid.org/0000-0003-3378-9266, Simmons, Luke, Forny, Merima, Xenarios, Ioannis; https://orcid.org/0000-0002-3413-6841, Aebersold, Ruedi; https://orcid.org/0000-0002-9576-3267, Zamboni, Nicola; https://orcid.org/0000-0003-1271-1021, Rätsch, Gunnar; https://orcid.org/0000-0001-5486-8532, Dermitzakis, Emmanouil T, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Baumgartner, Matthias R; https://orcid.org/0000-0002-9270-0826, Froese, D Sean; https://orcid.org/0000-0003-1557-3517, Forny, Patrick; https://orcid.org/0000-0003-1877-2976, Bonilla, Ximena; https://orcid.org/0000-0002-4950-6825, Lamparter, David; https://orcid.org/0000-0002-9216-8825, Shao, Wenguang; https://orcid.org/0000-0003-0905-0728, Plessl, Tanja, Frei, Caroline; https://orcid.org/0000-0002-8879-6327, Bingisser, Anna, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G A, Howald, Cédric, Poms, Martin; https://orcid.org/0000-0002-4426-314X, Traversi, Florian, Bürer, Céline, Cherkaoui, Sarah; https://orcid.org/0000-0002-0636-4177, Morscher, Raphael J; https://orcid.org/0000-0003-3378-9266, Simmons, Luke, Forny, Merima, Xenarios, Ioannis; https://orcid.org/0000-0002-3413-6841, Aebersold, Ruedi; https://orcid.org/0000-0002-9576-3267, Zamboni, Nicola; https://orcid.org/0000-0003-1271-1021, Rätsch, Gunnar; https://orcid.org/0000-0001-5486-8532, Dermitzakis, Emmanouil T, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Baumgartner, Matthias R; https://orcid.org/0000-0002-9270-0826, and Froese, D Sean; https://orcid.org/0000-0003-1557-3517
- Abstract
Methylmalonic aciduria (MMA) is an inborn error of metabolism with multiple monogenic causes and a poorly understood pathogenesis, leading to the absence of effective causal treatments. Here we employ multi-layered omics profiling combined with biochemical and clinical features of individuals with MMA to reveal a molecular diagnosis for 177 out of 210 (84%) cases, the majority (148) of whom display pathogenic variants in methylmalonyl-CoA mutase (MMUT). Stratification of these data layers by disease severity shows dysregulation of the tricarboxylic acid cycle and its replenishment (anaplerosis) by glutamine. The relevance of these disturbances is evidenced by multi-organ metabolomics of a hemizygous Mmut mouse model as well as through identification of physical interactions between MMUT and glutamine anaplerotic enzymes. Using stable-isotope tracing, we find that treatment with dimethyl-oxoglutarate restores deficient tricarboxylic acid cycling. Our work highlights glutamine anaplerosis as a potential therapeutic intervention point in MMA.
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- 2023
23. Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis
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Wildschut, Mattheus H E; https://orcid.org/0000-0002-6460-3084, Mena, Julien; https://orcid.org/0000-0001-8040-810X, Dördelmann, Cyril; https://orcid.org/0000-0002-0843-866X, van Oostrum, Marc; https://orcid.org/0000-0001-8747-9787, Hale, Benjamin D, Settelmeier, Jens; https://orcid.org/0000-0001-5885-9465, Festl, Yasmin, Lysenko, Veronika; https://orcid.org/0000-0002-6886-5444, Schürch, Patrick M; https://orcid.org/0000-0003-3895-2149, Ring, Alexander, Severin, Yannik, Bader, Michael S, Pedrioli, Patrick G A, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, van Drogen, Audrey, Balabanov, Stefan, Skoda, Radek C, Lopes, Massimo; https://orcid.org/0000-0003-3847-8133, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Theocharides, Alexandre P A; https://orcid.org/0000-0002-1535-8692, Snijder, Berend; https://orcid.org/0000-0003-3386-6583, Wildschut, Mattheus H E; https://orcid.org/0000-0002-6460-3084, Mena, Julien; https://orcid.org/0000-0001-8040-810X, Dördelmann, Cyril; https://orcid.org/0000-0002-0843-866X, van Oostrum, Marc; https://orcid.org/0000-0001-8747-9787, Hale, Benjamin D, Settelmeier, Jens; https://orcid.org/0000-0001-5885-9465, Festl, Yasmin, Lysenko, Veronika; https://orcid.org/0000-0002-6886-5444, Schürch, Patrick M; https://orcid.org/0000-0003-3895-2149, Ring, Alexander, Severin, Yannik, Bader, Michael S, Pedrioli, Patrick G A, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, van Drogen, Audrey, Balabanov, Stefan, Skoda, Radek C, Lopes, Massimo; https://orcid.org/0000-0003-3847-8133, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Theocharides, Alexandre P A; https://orcid.org/0000-0002-1535-8692, and Snijder, Berend; https://orcid.org/0000-0003-3386-6583
- Abstract
Myelofibrosis is a hematopoietic stem cell disorder belonging to the myeloproliferative neoplasms. Myelofibrosis patients frequently carry driver mutations in either JAK2 or Calreticulin (CALR) and have limited therapeutic options. Here, we integrate ex vivo drug response and proteotype analyses across myelofibrosis patient cohorts to discover targetable vulnerabilities and associated therapeutic strategies. Drug sensitivities of mutated and progenitor cells were measured in patient blood using high-content imaging and single-cell deep learning-based analyses. Integration with matched molecular profiling revealed three targetable vulnerabilities. First, CALR mutations drive BET and HDAC inhibitor sensitivity, particularly in the absence of high Ras pathway protein levels. Second, an MCM complex-high proliferative signature corresponds to advanced disease and sensitivity to drugs targeting pro-survival signaling and DNA replication. Third, homozygous CALR mutations result in high endoplasmic reticulum (ER) stress, responding to ER stressors and unfolded protein response inhibition. Overall, our integrated analyses provide a molecularly motivated roadmap for individualized myelofibrosis patient treatment.
- Published
- 2023
24. Ex vivo drug response heterogeneity reveals personalized therapeutic strategies for patients with multiple myeloma
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Kropivsek, Klara; https://orcid.org/0000-0003-1866-4094, Kachel, Paul; https://orcid.org/0000-0002-9021-5309, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Wegmann, Rebekka; https://orcid.org/0000-0001-9616-3303, Festl, Yasmin, Severin, Yannik, Hale, Benjamin D, Mena, Julien, van Drogen, Audrey, Dietliker, Nadja, Tchinda, Joëlle; https://orcid.org/0000-0002-9450-2006, Wollscheid, Bernd, Manz, Markus G; https://orcid.org/0000-0002-4676-7931, Snijder, Berend; https://orcid.org/0000-0003-3386-6583, Kropivsek, Klara; https://orcid.org/0000-0003-1866-4094, Kachel, Paul; https://orcid.org/0000-0002-9021-5309, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Wegmann, Rebekka; https://orcid.org/0000-0001-9616-3303, Festl, Yasmin, Severin, Yannik, Hale, Benjamin D, Mena, Julien, van Drogen, Audrey, Dietliker, Nadja, Tchinda, Joëlle; https://orcid.org/0000-0002-9450-2006, Wollscheid, Bernd, Manz, Markus G; https://orcid.org/0000-0002-4676-7931, and Snijder, Berend; https://orcid.org/0000-0003-3386-6583
- Abstract
Multiple myeloma (MM) is a plasma cell malignancy defined by complex genetics and extensive patient heterogeneity. Despite a growing arsenal of approved therapies, MM remains incurable and in need of guidelines to identify effective personalized treatments. Here, we survey the ex vivo drug and immunotherapy sensitivities across 101 bone marrow samples from 70 patients with MM using multiplexed immunofluorescence, automated microscopy and deep-learning-based single-cell phenotyping. Combined with sample-matched genetics, proteotyping and cytokine profiling, we map the molecular regulatory network of drug sensitivity, implicating the DNA repair pathway and EYA3 expression in proteasome inhibitor sensitivity and major histocompatibility complex class II expression in the response to elotuzumab. Globally, ex vivo drug sensitivity associated with bone marrow microenvironmental signatures reflecting treatment stage, clonality and inflammation. Furthermore, ex vivo drug sensitivity significantly stratified clinical treatment responses, including to immunotherapy. Taken together, our study provides molecular and actionable insights into diverse treatment strategies for patients with MM.
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- 2023
25. Mapping the dynamic high-density lipoprotein synapse
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Frey, Kathrin; https://orcid.org/0000-0003-0648-0589, Rohrer, Lucia, Frommelt, Fabian; https://orcid.org/0000-0003-3666-8005, Ringwald, Meret, Potapenko, Anton, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, von Eckardstein, Arnold; https://orcid.org/0000-0002-1666-2266, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Frey, Kathrin; https://orcid.org/0000-0003-0648-0589, Rohrer, Lucia, Frommelt, Fabian; https://orcid.org/0000-0003-3666-8005, Ringwald, Meret, Potapenko, Anton, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, von Eckardstein, Arnold; https://orcid.org/0000-0002-1666-2266, and Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610
- Abstract
Background and aims Heterogeneous high-density lipoprotein (HDL) particles, which can contain hundreds of proteins, affect human health and disease through dynamic molecular interactions with cell surface proteins. How HDL mediates its long-range signaling functions and interactions with various cell types is largely unknown. Due to the complexity of HDL, we hypothesize that multiple receptors engage with HDL particles resulting in condition-dependent receptor-HDL interaction clusters at the cell surface. Methods Here we used the mass spectrometry-based and light-controlled proximity labeling strategy LUX-MS in a discovery-driven manner to decode HDL-receptor interactions. Results Surfaceome nanoscale organization analysis of hepatocytes and endothelial cells using LUX-MS revealed that the previously known HDL-binding protein scavenger receptor B1 (SCRB1) is embedded in a cell surface protein community, which we term HDL synapse. Modulating the endothelial HDL synapse, composed of 60 proteins, by silencing individual members, showed that the HDL synapse can be assembled in the absence of SCRB1 and that the members are interlinked. The aminopeptidase N (AMPN) (also known as CD13) was identified as an HDL synapse member that directly influences HDL uptake into the primary human aortic endothelial cells (HAECs). Conclusions Our data indicate that preformed cell surface residing protein complexes modulate HDL function and suggest new theragnostic opportunities.
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- 2023
26. Mapping the dynamic cell surface interactome of high-density lipoprotein reveals Aminopeptidase N as modulator of its endothelial uptake
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Frey, Kathrin, primary, Rohrer, Lucia, additional, Potapenko, Anton, additional, Goetze, Sandra, additional, von Eckardstein, Arnold, additional, and Wollscheid, Bernd, additional
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- 2023
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27. Targeting tumour-intrinsic neural vulnerabilities of glioblastoma
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Lee, Sohyon, primary, Weiss, Tobias, additional, Bühler, Marcel, additional, Mena, Julien, additional, Lottenbach, Zuzanna, additional, Wegmann, Rebekka, additional, Sun, Miaomiao, additional, Bihl, Michel, additional, Augustynek, Bartłomiej, additional, Baumann, Sven, additional, Goetze, Sandra, additional, van Drogen, Audrey, additional, Pedrioli, Patrick, additional, Kirschenbaum, Daniel, additional, Vasella, Flavio, additional, Rushing, Elisabeth J., additional, Wollscheid, Bernd, additional, Hediger, Matthias A., additional, Michael, Weller, additional, and Snijder, Berend, additional
- Published
- 2022
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- View/download PDF
28. Improved prediction of peptide detectability for targeted proteomics using a rank-based algorithm and organism-specific data
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Qeli, Ermir, Omasits, Ulrich, Goetze, Sandra, Stekhoven, Daniel J., Frey, Juerg E., Basler, Konrad, Wollscheid, Bernd, Brunner, Erich, and Ahrens, Christian H.
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- 2014
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29. The proteasomes of two marine decapod crustaceans, European lobster (Homarus gammarus) and Edible crab (Cancer pagurus), are differently impaired by heavy metals
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Götze, Sandra, Bose, Aneesh, Sokolova, Inna M., Abele, Doris, and Saborowski, Reinhard
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- 2014
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30. Variability Analysis of the Large-Scale Structure of Interphase Chromatin Fiber Based on Statistical Shape Theory
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Yang, Siwei, Götze, Sandra, Mateos-Langerak, Julio, van Driel, Roel, Eils, Roland, Rohr, Karl, Carbonell, Jaime G., editor, Siekmann, J\'org, editor, Perner, Petra, editor, and Salvetti, Ovidio, editor
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- 2007
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31. Analyzing the Variability of the 3D Structure of Chromatin Fiber Using Statistical Shape Theory
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Yang, Siwei, Götze, Sandra, Mateos-Langerak, Julio, van Driel, Roel, Eils, Roland, Rohr, Karl, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Hamprecht, Fred A., editor, Schnörr, Christoph, editor, and Jähne, Bernd, editor
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- 2007
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32. Decoding Functional High-Density Lipoprotein Particle Surfaceome Interactions
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Frey, Kathrin, primary, Goetze, Sandra, additional, Rohrer, Lucia, additional, von Eckardstein, Arnold, additional, and Wollscheid, Bernd, additional
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- 2022
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33. Abstract 5325: Image-based functional precision medicine for repurposing neuroactive drugs in glioblastoma
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Lee, Sohyon, primary, Weiss, Tobias, additional, Bühler, Marcel, additional, Wegmann, Rebekka, additional, Mena, Julien, additional, Bihl, Michel, additional, Goetze, Sandra, additional, van Drogen, Audrey, additional, Rushing, Elisabeth J., additional, Wollscheid, Bernd, additional, Weller, Michael, additional, and Snijder, Berend, additional
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- 2022
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34. Use of MS-GUIDE for identification of protein biomarkers for risk stratification of patients with prostate cancer
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Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Schüffler, Peter, Athanasiou, Alcibiade, Koetemann, Anika, Poyet, Cedric, Fankhauser, Christian Daniel, Wild, Peter J, Schiess, Ralph, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Schüffler, Peter, Athanasiou, Alcibiade, Koetemann, Anika, Poyet, Cedric, Fankhauser, Christian Daniel, Wild, Peter J, Schiess, Ralph, and Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610
- Abstract
BACKGROUND Non-invasive liquid biopsies could complement current pathological nomograms for risk stratification of prostate cancer patients. Development and testing of potential liquid biopsy markers is time, resource, and cost-intensive. For most protein targets, no antibodies or ELISAs for efficient clinical cohort pre-evaluation are currently available. We reasoned that mass spectrometry-based prescreening would enable the cost-effective and rational preselection of candidates for subsequent clinical-grade ELISA development. METHODS Using Mass Spectrometry-GUided Immunoassay DEvelopment (MS-GUIDE), we screened 48 literature-derived biomarker candidates for their potential utility in risk stratification scoring of prostate cancer patients. Parallel reaction monitoring was used to evaluate these 48 potential protein markers in a highly multiplexed fashion in a medium-sized patient cohort of 78 patients with ground-truth prostatectomy and clinical follow-up information. Clinical-grade ELISAs were then developed for two of these candidate proteins and used for significance testing in a larger, independent patient cohort of 263 patients. RESULTS Machine learning-based analysis of the parallel reaction monitoring data of the liquid biopsies prequalified fibronectin and vitronectin as candidate biomarkers. We evaluated their predictive value for prostate cancer biochemical recurrence scoring in an independent validation cohort of 263 prostate cancer patients using clinical-grade ELISAs. The results of our prostate cancer risk stratification test were statistically significantly 10% better than results of the current gold standards PSA alone, PSA plus prostatectomy biopsy Gleason score, or the National Comprehensive Cancer Network score in prediction of recurrence. CONCLUSION Using MS-GUIDE we identified fibronectin and vitronectin as candidate biomarkers for prostate cancer risk stratification.
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- 2022
35. Integrated multi-omics reveals anaplerotic rewiring in methylmalonyl-CoA mutase deficiency
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Forny, Patrick; https://orcid.org/0000-0003-1877-2976, Bonilla, Ximena; https://orcid.org/0000-0002-4950-6825, Lamparter, David; https://orcid.org/0000-0002-9216-8825, Shao, Wenguang; https://orcid.org/0000-0003-0905-0728, Plessl, Tanja, Frei, Caroline, Bingisser, Anna, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G A, Howald, Cédric, Poms, Martin; https://orcid.org/0000-0002-4426-314X, Traversi, Florian, Cherkaoui, Sarah; https://orcid.org/0000-0002-0636-4177, Morscher, Raphael J; https://orcid.org/0000-0003-3378-9266, Simmons, Luke, Forny, Merima, Xenarios, Ioannis; https://orcid.org/0000-0002-3413-6841, Aebersold, Ruedi; https://orcid.org/0000-0002-9576-3267, Zamboni, Nicola; https://orcid.org/0000-0003-1271-1021, Raetsch, Gunnar; https://orcid.org/0000-0001-5486-8532, Dermitzakis, Emmanouil; https://orcid.org/0000-0002-9302-6490, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Baumgartner, Matthias R; https://orcid.org/0000-0002-9270-0826, Froese, D Sean; https://orcid.org/0000-0003-1557-3517, Forny, Patrick; https://orcid.org/0000-0003-1877-2976, Bonilla, Ximena; https://orcid.org/0000-0002-4950-6825, Lamparter, David; https://orcid.org/0000-0002-9216-8825, Shao, Wenguang; https://orcid.org/0000-0003-0905-0728, Plessl, Tanja, Frei, Caroline, Bingisser, Anna, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G A, Howald, Cédric, Poms, Martin; https://orcid.org/0000-0002-4426-314X, Traversi, Florian, Cherkaoui, Sarah; https://orcid.org/0000-0002-0636-4177, Morscher, Raphael J; https://orcid.org/0000-0003-3378-9266, Simmons, Luke, Forny, Merima, Xenarios, Ioannis; https://orcid.org/0000-0002-3413-6841, Aebersold, Ruedi; https://orcid.org/0000-0002-9576-3267, Zamboni, Nicola; https://orcid.org/0000-0003-1271-1021, Raetsch, Gunnar; https://orcid.org/0000-0001-5486-8532, Dermitzakis, Emmanouil; https://orcid.org/0000-0002-9302-6490, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Baumgartner, Matthias R; https://orcid.org/0000-0002-9270-0826, and Froese, D Sean; https://orcid.org/0000-0003-1557-3517
- Abstract
Multi-layered omics approaches can help define relationships between genetic factors, biochemical processes and phenotypes thus extending research of inherited diseases beyond identifying their monogenic cause 1. We implemented a multi-layered omics approach for the inherited metabolic disorder methylmalonic aciduria (MMA). We performed whole genome sequencing, transcriptomic sequencing, and mass spectrometry-based proteotyping from matched primary fibroblast samples of 230 individuals (210 affected, 20 controls) and related the molecular data to 105 phenotypic features. Integrative analysis identified a molecular diagnosis for 84% (177/210) of affected individuals, the majority (148) of whom had pathogenic variants in methylmalonyl-CoA mutase (MMUT). Untargeted analysis of all three omics layers revealed dysregulation of the TCA cycle and surrounding metabolic pathways, a finding that was further corroborated by multi-organ metabolomics of a hemizygous Mmut mouse model. Integration of phenotypic disease severity indicated downregulation of oxoglutarate dehydrogenase and upregulation of glutamate dehydrogenase, two proteins involved in glutamine anaplerosis of the TCA cycle. The relevance of disturbances in this pathway was supported by metabolomics and isotope tracing studies which showed decreased glutamine-derived anaplerosis in MMA. We further identified MMUT to physically interact with both, oxoglutarate dehydrogenase complex components and glutamate dehydrogenase providing evidence for a multi-protein metabolon that orchestrates TCA cycle anaplerosis. This study emphasizes the utility of a multi-modal omics approach to investigate metabolic diseases and highlights glutamine anaplerosis as a potential therapeutic intervention point in MMA. Take home message Combination of integrative multi-omics technologies with clinical and biochemical features leads to an increased diagnostic rate compared to genome sequencing alone and identifies anaplerotic rewiring as a t
- Published
- 2022
36. Decoding Functional High-Density Lipoprotein Particle Surfaceome Interactions
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Frey, Kathrin; https://orcid.org/0000-0003-0648-0589, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Rohrer, Lucia, von Eckardstein, Arnold; https://orcid.org/0000-0002-1666-2266, Wollscheid, Bernd, Frey, Kathrin; https://orcid.org/0000-0003-0648-0589, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Rohrer, Lucia, von Eckardstein, Arnold; https://orcid.org/0000-0002-1666-2266, and Wollscheid, Bernd
- Abstract
High-density lipoprotein (HDL) is a mixture of complex particles mediating reverse cholesterol transport (RCT) and several cytoprotective activities. Despite its relevance for human health, many aspects of HDL-mediated lipid trafficking and cellular signaling remain elusive at the molecular level. During HDL's journey throughout the body, its functions are mediated through interactions with cell surface receptors on different cell types. To characterize and better understand the functional interplay between HDL particles and tissue, we analyzed the surfaceome-residing receptor neighborhoods with which HDL potentially interacts. We applied a combination of chemoproteomic technologies including automated cell surface capturing (auto-CSC) and HATRIC-based ligand-receptor capturing (HATRIC-LRC) on four different cellular model systems mimicking tissues relevant for RCT. The surfaceome analysis of EA.hy926, HEPG2, foam cells, and human aortic endothelial cells (HAECs) revealed the main currently known HDL receptor scavenger receptor B1 (SCRB1), as well as 155 shared cell surface receptors representing potential HDL interaction candidates. Since vascular endothelial growth factor A (VEGF-A) was recently found as a regulatory factor of transendothelial transport of HDL, we next analyzed the VEGF-modulated surfaceome of HAEC using the auto-CSC technology. VEGF-A treatment led to the remodeling of the surfaceome of HAEC cells, including the previously reported higher surfaceome abundance of SCRB1. In total, 165 additional receptors were found on HAEC upon VEGF-A treatment representing SCRB1 co-regulated receptors potentially involved in HDL function. Using the HATRIC-LRC technology on human endothelial cells, we specifically aimed for the identification of other bona fide (co-)receptors of HDL beyond SCRB1. HATRIC-LRC enabled, next to SCRB1, the identification of the receptor tyrosine-protein kinase Mer (MERTK). Through RNA interference, we revealed its contribution to endot
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- 2022
37. Teachers Need Media Literacy, Too!
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Goetze, Sandra K., Brown, Diane S., and Schwarz, Gretchen
- Abstract
If media literacy is to become part of the K-12 school experience, enabling transformation in both curriculum and teaching, then teachers need to become literate first. Teachers cannot teach what they have not learned, and learned to value, themselves. Although more American teachers are becoming knowledgeable about media literacy, much remains to be done. A study by Yates (1997) based on over 300 surveys of diverse teachers in a small southeastern city showed that although teachers may believe in the value of media literacy, nearly half (48%) cited lack of training as a barrier to their teaching media literacy, and 84% agreed that future teachers should receive college training in the area. This chapter examines the teaching of media literacy to the teachers. The authors suggest that professional development for practicing teachers, whether through projects or through graduate work, may be the most effective route to teaching teachers about media literacy. Some important work has begun across the nation, but teaching teachers remains a significant task.
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- 2005
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38. INTEGRATED MULTI-OMIC ANALYSIS OF A RARE INBORN ERROR OF METABOLISM
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Forny, Patrick, primary, Bonilla, Ximena, additional, Lamparter, David, additional, Shao, Wenguang, additional, Plessl, Tanja, additional, Frei, Caroline, additional, Bingisser, Anna, additional, Goetze, Sandra, additional, van Drogen, Audrey, additional, Harshman, Keith, additional, Pedrioli, Patrick, additional, Traversi, Florian, additional, Xenarios, Ioannis, additional, Aebersold, Ruedi, additional, Zamboni, Nicola, additional, Rätsch, Gunnar, additional, Dermitzakis, Emmanouil, additional, Wollscheid, Bernd, additional, Froese, D. Sean, additional, and Baumgartner, Matthias R., additional
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- 2022
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- View/download PDF
39. Additional file 2 of Use of MS-GUIDE for identification of protein biomarkers for risk stratification of patients with prostate cancer
- Author
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Goetze, Sandra, Schüffler, Peter, Athanasiou, Alcibiade, Koetemann, Anika, Poyet, Cedric, Fankhauser, Christian Daniel, Wild, Peter J., Schiess, Ralph, and Wollscheid, Bernd
- Abstract
Additional file 2. Materials and methods.
- Published
- 2022
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40. Targeting tumour-intrinsic neural vulnerabilities of glioblastoma
- Author
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Lee, Sohyon, Weiss, Tobias, Bühler, Marcel, Mena, Julien, Lottenbach, Zuzanna, Wegmann, Rebekka, Bihl, Michel, Augustynek, Bartlomiej, Baumann, Sven, Goetze, Sandra, van Drogen, Audrey, Vasella, Flavio, Rushing, Elisabeth J, Wollscheid, Bernd, Hediger, Matthias A, and Snijder, Berend
- Subjects
610 Medicine & health - Published
- 2022
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41. Integrated multi-omics reveals anaplerotic insufficiency in methylmalonyl-CoA mutase deficiency
- Author
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Forny, Patrick, Bonilla Bustillo, Ximena, Lamparter, David, Shao, Wenguang, Plessl, Tanja, Frei, Caroline, Bingisser, Anna, Goetze, Sandra, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G.A., Howald, Cedric, Poms, Martin, Traversi, Florian, Cherkaoui, Sarah, Morscher, Raphael J., Simmons, Luke, Forny, Merima, Xenarios, Ioannis, Aebersold, Rudolf, Zamboni, Nicola, Rätsch, Gunnar, Dermitzakis, Emmanouil, Wollscheid, Bernd, Baumgartner, Matthias R., and Froese, D. Sean
- Abstract
Multi-layered omics approaches can help define relationships between genetic factors, biochemical processes and phenotypes thus extending research of inherited diseases beyond identifying their monogenic cause 1. We implemented a multi-layered omics approach for the inherited metabolic disorder methylmalonic aciduria (MMA). We performed whole genome sequencing, transcriptomic sequencing, and mass spectrometry-based proteotyping from matched primary fibroblast samples of 230 individuals (210 affected, 20 controls) and related the molecular data to 105 phenotypic features. Integrative analysis identified a molecular diagnosis for 84% (177/210) of affected individuals, the majority (148) of whom had pathogenic variants in methylmalonyl-CoA mutase (MMUT). Untargeted analysis of all three omics layers revealed dysregulation of the TCA cycle and surrounding metabolic pathways, a finding that was further corroborated by multi-organ metabolomics of a hemizygous Mmut mouse model. Integration of phenotypic disease severity indicated downregulation of oxoglutarate dehydrogenase and upregulation of glutamate dehydrogenase, two proteins involved in glutamine anaplerosis of the TCA cycle. The relevance of disturbances in this pathway was supported by metabolomics and isotope tracing studies which showed decreased glutamine-derived anaplerosis in MMA. We further identified MMUT to physically interact with both, oxoglutarate dehydrogenase complex components and glutamate dehydrogenase providing evidence for a multi-protein metabolon that orchestrates TCA cycle anaplerosis. This study emphasizes the utility of a multi-modal omics approach to investigate metabolic diseases and highlights glutamine anaplerosis as a potential therapeutic intervention point in MMA.Take home message Combination of integrative multi-omics technologies with clinical and biochemical features leads to an increased diagnostic rate compared to genome sequencing alone and identifies anaplerotic rewiring as a targetable feature of the rare inborn error of metabolism methylmalonic aciduria.Competing Interest StatementThe authors have declared no competing interest.Funding StatementThis project was funded by the ETH domain strategic focus area Personalized Health and Related Technology (PHRT; https://www.sfa-phrt.ch).Author DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.YesThe details of the IRB/oversight body that provided approval or exemption for the research described are given below:The Ethics Committee of the Canton of Zurich, Switzerland gave ethical approval for this work.I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.YesI understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).YesI have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.YesAll data produced in the present study are available upon reasonable request to the authors., medRxiv
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- 2022
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42. Integrated multi-omics reveals anaplerotic rewiring in methylmalonyl-CoA mutase deficiency
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Forny, Patrick, Bonilla, Ximena, Lamparter, David, Shao, Wenguang, Plessl, Tanja, Frei, Caroline, Bingisser, Anna, Goetze, Sandra, van Drogen, Audrey, Harshman, Keith, Pedrioli, Patrick G A, Howald, Cédric, Poms, Martin, Traversi, Florian, Cherkaoui, Sarah, Morscher, Raphael J, Simmons, Luke, Forny, Merima, Xenarios, Ioannis, Aebersold, Ruedi, Zamboni, Nicola, Raetsch, Gunnar, Dermitzakis, Emmanouil, Wollscheid, Bernd, Baumgartner, Matthias R, Froese, D Sean, and University of Zurich
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10036 Medical Clinic ,610 Medicine & health - Published
- 2022
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43. Spatially Confined Folding of Chromatin in the Interphase Nucleus
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Mateos-Langerak, Julio, Bohn, Manfred, de Leeuw, Wim, Giromus, Osdilly, Manders, Erik M. M., Verschure, Pernette J., Indemans, Mireille H. G., Gierman, Hinco J., Heermann, Dieter W., van Driel, Roel, Goetze, Sandra, and Rine, Jasper
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- 2009
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44. Integrated multi-omics reveals anaplerotic insufficiency in methylmalonyl-CoA mutase deficiency
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Forny, Patrick, primary, Bonilla, Ximena, additional, Lamparter, David, additional, Shao, Wenguang, additional, Plessl, Tanja, additional, Frei, Caroline, additional, Bingisser, Anna, additional, Goetze, Sandra, additional, van Drogen, Audrey, additional, Harshman, Keith, additional, Pedrioli, Patrick G. A., additional, Howald, Cedric, additional, Poms, Martin, additional, Traversi, Florian, additional, Cherkaoui, Sarah, additional, Morscher, Raphael J., additional, Simmons, Luke, additional, Forny, Merima, additional, Xenarios, Ioannis, additional, Aebersold, Ruedi, additional, Zamboni, Nicola, additional, Raetsch, Gunnar, additional, Dermitzakis, Emmanouil, additional, Wollscheid, Bernd, additional, Baumgartner, Matthias R., additional, and Froese, D. Sean, additional
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- 2022
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45. Uncovering new therapeutic opportunities for glioblastoma by image-based ex vivo drug-screening
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Lee, Sohyon, primary, Weiss, Tobias, additional, Buehler, Marcel, additional, Wegmann, Rebekka, additional, Mena, Julien, additional, Bihl, Michel, additional, Goetze, Sandra, additional, Drogen, Audrey van, additional, Rushing, Elisabeth, additional, Wollscheid, Bernd, additional, Weller, Michael, additional, and Snijder, Berend, additional
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- 2022
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46. At-Risk Readers: Part II--Breaking the Cycle (Research into Practice).
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Goetze, Sandra K., McElroy, Linda J., and Beach, Sara Ann
- Abstract
Asserts that the cycle of at-risk readers' self-perception and teachers' perception can be broken by providing rich, accelerated literacy instruction. Discusses early intervention programs, such as Reading Recovery and Early Intervention in Reading, and other intervention models such as Success for All. Describes teaching strategies used to support children's learning. (PA)
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- 1997
47. Struggling Readers: At-Risk Readers Can Construct Complex Meanings: Technology Can Help
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Goetze, Sandra and Walker, Barbara J.
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- 2004
48. Reproducible Determination of High-Density Lipoprotein Proteotypes
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Goetze, Sandra, primary, Frey, Kathrin, additional, Rohrer, Lucia, additional, Radosavljevic, Silvija, additional, Krützfeldt, Jan, additional, Landmesser, Ulf, additional, Bueter, Marco, additional, Pedrioli, Patrick G. A., additional, von Eckardstein, Arnold, additional, and Wollscheid, Bernd, additional
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- 2021
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49. Reproducible Determination of High-Density Lipoprotein Proteotypes
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Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Frey, Kathrin; https://orcid.org/0000-0003-0648-0589, Rohrer, Lucia, Radosavljevic, Silvija, Krützfeldt, Jan, Landmesser, Ulf, Bueter, Marco; https://orcid.org/0000-0002-1391-0842, Pedrioli, Patrick G A, von Eckardstein, Arnold; https://orcid.org/0000-0002-1666-2266, Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610, Goetze, Sandra; https://orcid.org/0000-0001-6880-8020, Frey, Kathrin; https://orcid.org/0000-0003-0648-0589, Rohrer, Lucia, Radosavljevic, Silvija, Krützfeldt, Jan, Landmesser, Ulf, Bueter, Marco; https://orcid.org/0000-0002-1391-0842, Pedrioli, Patrick G A, von Eckardstein, Arnold; https://orcid.org/0000-0002-1666-2266, and Wollscheid, Bernd; https://orcid.org/0000-0002-3923-1610
- Abstract
High-density lipoprotein (HDL) is a heterogeneous mixture of blood-circulating multimolecular particles containing many different proteins, lipids, and RNAs. Recent advancements in mass spectrometry-based proteotype analysis show promise for the analysis of proteoforms across large patient cohorts. In order to create the required spectral libraries enabling these data-independent acquisition (DIA) strategies, HDL was isolated from the plasma of more than 300 patients with a multiplicity of physiological HDL states. HDL proteome spectral libraries consisting of 296 protein groups and more than 786 peptidoforms were established, and the performance of the DIA strategy was benchmarked for the detection of HDL proteotype differences between healthy individuals and a cohort of patients suffering from diabetes mellitus type 2 and/or coronary heart disease. Bioinformatic interrogation of the data using the generated spectral libraries showed that the DIA approach enabled robust HDL proteotype determination. HDL peptidoform analysis enabled by using spectral libraries allowed for the identification of post-translational modifications, such as in APOA1, which could affect HDL functionality. From a technical point of view, data analysis further shows that protein and peptide quantities are currently more discriminative between different HDL proteotypes than peptidoforms without further enrichment. Together, DIA-based HDL proteotyping enables the robust digitization of HDL proteotypes as a basis for the analysis of larger clinical cohorts.
- Published
- 2021
50. Multiomics Profiling Reveals Higher RNA Isoform Diversity and Potential Oncospecific Protein Isoform Targets in HSPCs of MDS and MDS/MPN Patients
- Author
-
Bonadies, Nicolas, Grigorjev, Vladislav, Porret, Naomi, Harshman, Keith, Grob, Linda L, Rao, Tata Nageswara, Al Tai, Lina, Rubin, Rosanna, Broughton, Helen, Goetze, Sandra, Toussaint, Nora C, and Balabanov, Stefan
- Published
- 2023
- Full Text
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