Prof. Dr. Niels Grabe

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  • 2023 | Journal Article | 
    ​ ​Miranda Ruiz, Felipe, Bernd Lahrmann, Liam Bartels, Alexandra Krauthoff, Andreas Keil, Steffen Härtel, Amy S Tao et al. "CNN stability training improves robustness to scanner and IHC-based image variability for epithelium segmentation in cervical histology​." ​Frontiers in Medicine ​10 (2023): ​1173616​. ​https://doi.org/10.3389/fmed.2023.1173616.
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  • 2023 | Book Chapter
    ​ ​Bönisch, Caroline, Sabine Hanß, Nicolai Spicher, Ulrich Sax, and Dagmar Krefting. "Reusing Biomedical Data as Agreed – Towards Structured Metadata for Data Use Agreements​." ​In German Medical Data Sciences 2023 – Science. Close to People. : Proceedings of the 68th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) 2023 in Heilbronn, Germany, edited by Rainer Röhrig, Niels Grabe, Martin Haag, Ursula Hübner, Ulrich Sax, Carsten Oliver Schmidt, Martin Sedlmayr et al.​. ​​IOS Press, ​2023. https://doi.org/10.3233/SHTI230690.
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  • 2019 | Journal Article | Research Paper
    ​ ​Rapp, Carmen, Steffen Dettling, Fang Liu, Anna Theresa Ull, Rolf Warta, Christine Jungk, Saskia Roesch et al. "Cytotoxic T Cells and their Activation Status are Independent Prognostic Markers in Meningiomas​." ​Clinical Cancer Research ​25, no. 17 (2019): ​5260​-5270​. ​https://doi.org/10.1158/1078-0432.CCR-19-0389.
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  • 2019 | Journal Article | Research Paper | 
    ​ ​Pfuderer, Pauline L., Alexej Ballhausen, Florian Seidler, Hans-Jürgen Stark, Niels Grabe, Ian M. Frayling, Ann Ager, Magnus von Knebel Doeberitz, Matthias Kloor, and Aysel Ahadova. "High endothelial venules are associated with microsatellite instability, hereditary background and immune evasion in colorectal cancer​." ​British Journal of Cancer ​121, no. 5 (2019): ​395​-404​. ​https://doi.org/10.1038/s41416-019-0514-6.
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  • 2019 | Journal Article | Research Paper
    ​ ​Aprupe, Lilija, Geert Litjens, Titus J. Brinker, Jeroen van der Laak, and Niels Grabe. "Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks​." ​PeerJ ​7 (2019): ​e6335​. ​https://doi.org/10.7717/peerj.6335.
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  • 2019 | Journal Article | Research Paper | 
    ​ ​Tsingos, Erika, Burkhard Höckendorf, Thomas Sütterlin, Stephan Kirchmaier, Niels Grabe, Lazaro Centanin, and Joachim Wittbrodt. "Retinal stem cells modulate proliferative parameters to coordinate post-embryonic morphogenesis in the eye of fish​." ​eLife ​8 (2019): . ​https://doi.org/10.7554/eLife.42646.
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  • 2019 | Journal Article
    ​ ​Boeckel, Jes-Niels, Maya F. Perret, Simone F. Glaser, Timon Seeger, Andreas W. Heumüller, Wei Chen, David John et al. "Identification and regulation of the long non-coding RNA Heat2 in heart failure​." ​Journal of Molecular and Cellular Cardiology ​126 (2019): ​13​-22​. ​https://doi.org/10.1016/j.yjmcc.2018.11.004.
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  • 2018 | Journal Article | Research Paper
    ​ ​Grabe, Niels, W. Roth, and S. Foersch. "Digitale Pathologie in der Immunonkologie – Aktuelle Chancen und Herausforderungen: ​Überblick zur Analyse von Immunzellinfiltraten mittels Whole Slide Imaging​." ​Der Pathologe ​39, no. 6 (2018): ​539​-545​. ​https://doi.org/10.1007/s00292-018-0540-9.
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  • 2018 | Journal Article | Research Paper
    ​ ​Strobel, S. B., K. Safferling, B. Lahrmann, J. H. Hoffmann, A. H. Enk, E. N. Hadaschik, Niels Grabe, and A. S. Lonsdorf. "Altered density, composition and microanatomical distribution of infiltrating immune cells in cutaneous squamous cell carcinoma of organ transplant recipients​." ​British Journal of Dermatology ​179, no. 2 (2018): ​405​-412​. ​https://doi.org/10.1111/bjd.16477.
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  • 2018 | Journal Article | Research Paper
    ​ ​Brinker, Titus Josef, Achim Hekler, Jochen Sven Utikal, Niels Grabe, Dirk Schadendorf, Joachim Klode, Carola Berking, Theresa Steeb, Alexander H. Enk, and Christof von Kalle. "Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review​." ​Journal of Medical Internet Research ​20, no. 10 (2018): ​e11936​. ​https://doi.org/10.2196/11936.
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  • 2018 | Journal Article | Research Paper
    ​ ​Janikovits, Jonas, Meike Müller, Julia Krzykalla, Sandrina Körner, Fabian Echterdiek, Bernd Lahrmann, Niels Grabe et al. "High numbers of PDCD1 (PD-1)-positive T cells and B2M mutations in microsatellite-unstable colorectal cancer​." ​OncoImmunology ​7, no. 2 (2018): ​e1390640​. ​https://doi.org/10.1080/2162402X.2017.1390640.
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  • 2018 | Journal Article | Research Paper
    ​ ​Yin, Yi, Oliver Sedlaczek, Benedikt Muller, Arne Warth, Margarita Gonzalez-Vallinas, Bernd Lahrmann, Niels Grabe et al. "Tumor Cell Load and Heterogeneity Estimation From Diffusion-Weighted MRI Calibrated With Histological Data: an Example From Lung Cancer​." ​IEEE Transactions on Medical Imaging ​37, no. 1 (2018): ​35​-46​. ​https://doi.org/10.1109/TMI.2017.2698525.
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  • 2018 | Journal Article | Research Paper
    ​ ​Dettling, Steffen, Slava Stamova, Rolf Warta, Martina Schnölzer, Carmen Rapp, Anchana Rathinasamy, David Reuss et al. "Identification of CRKII, CFL1, CNTN1, NME2, and TKT as Novel and Frequent T-Cell Targets in Human IDH-Mutant Glioma​." ​Clinical Cancer Research ​24, no. 12 (2018): ​2951​-2962​. ​https://doi.org/10.1158/1078-0432.CCR-17-1839.
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  • 2018 | Journal Article | Research Paper
    ​ ​Brinker, Titus Josef, Achim Hekler, Christof von Kalle, Dirk Schadendorf, Stefan Esser, Carola Berking, Martina T. Zacher et al. "Teledermatology: Comparison of Store-and-Forward Versus Live Interactive Video Conferencing​." ​Journal of Medical Internet Research ​20, no. 10 (2018): ​e11871​. ​https://doi.org/10.2196/11871.
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  • 2018 | Journal Article | Research Paper | 
    ​ ​Kesch, Claudia, Jan-Philipp Radtke, Axel Wintsche, Manuel Wiesenfarth, Mariska Luttje, Claudia Gasch, Svenja Dieffenbacher et al. "Correlation between genomic index lesions and mpMRI and 68Ga-PSMA-PET/CT imaging features in primary prostate cancer​." ​Scientific Reports ​8, no. 1 (2018): ​16708​. ​https://doi.org/10.1038/s41598-018-35058-3.
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  • 2018 | Journal Article | Research Paper
    ​ ​Ruppert, Mihály, Sevil Korkmaz-Icöz, Shiliang Li, Paige Brlecic, Balázs Tamás Németh, Attila Oláh, Eszter M. Horváth et al. "Comparison of the Reverse-Remodeling Effect of Pharmacological Soluble Guanylate Cyclase Activation With Pressure Unloading in Pathological Myocardial Left Ventricular Hypertrophy​." ​Frontiers in Physiology ​9 (2018): ​1869​. ​https://doi.org/10.3389/fphys.2018.01869.
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  • 2018 | Journal Article | Research Paper
    ​ ​Horn, Dominik, Madeleine Gross, Gerhard Dyckhoff, Jennifer Fuchs, Niels Grabe, Wilko Weichert, Esther Herpel et al. "Cortactin expression: Association with disease progression and survival in oral squamous cell carcinoma​." ​Head & Neck ​40, no. 12 (2018): ​2685​-2694​. ​https://doi.org/10.1002/hed.25515.
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  • 2018 | Journal Article | Research Paper
    ​ ​Papageorgiou, Ismini E., Nektarios A. Valous, Bernd Lahrmann, Hana Janova, Zin-Juan Klaft, Arend Koch, Ulf C Schneider et al. "Astrocytic glutamine synthetase is expressed in the neuronal somatic layers and down-regulated proportionally to neuronal loss in the human epileptic hippocampus​." ​Glia ​66, no. 5 (2018): ​920​-933​. ​https://doi.org/10.1002/glia.23292.
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  • 2017 | Journal Article | Research Paper
    ​ ​Laban, Simon, Gregor Giebel, Niklas Klümper, Andreas Schröck, Johannes Doescher, Giulio Spagnoli, Julia Thierauf et al. "MAGE expression in head and neck squamous cell carcinoma primary tumors, lymph node metastases and respective recurrences-implications for immunotherapy​." ​Oncotarget ​8, no. 9 (2017): ​14719​-14735​. ​https://doi.org/10.18632/oncotarget.14830.
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  • 2017 | Journal Article | Research Paper
    ​ ​Stamatas, G., T. Sütterlin, E. Tsingos, J. Bensaci, and Niels Grabe. "106 Three-dimensional agent-based modeling of the human epidermal structure and barrier function with realistic cell morphology​." ​Journal of Investigative Dermatology ​137, no. 10 (2017): ​S211​. ​https://doi.org/10.1016/j.jid.2017.07.416.
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  • 2017 | Journal Article | Research Paper | 
    ​ ​Kreycy, Nele, Christiane Gotzian, Thomas Fleming, Christa Flechtenmacher, Niels Grabe, Peter Plinkert, Jochen Hess, and Karim Zaoui. "Glyoxalase 1 expression is associated with an unfavorable prognosis of oropharyngeal squamous cell carcinoma​." ​BMC Cancer ​17, no. 1 (2017): ​382​. ​https://doi.org/10.1186/s12885-017-3367-5.
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  • 2017 | Journal Article | Research Paper
    ​ ​Rapp, Carmen, Rolf Warta, Slava Stamova, Ali Nowrouzi, Christoph Geisenberger, Zoltan Gal, Saskia Roesch et al. "Identification of T cell target antigens in glioblastoma stem-like cells using an integrated proteomics-based approach in patient specimens​." ​Acta Neuropathologica ​134, no. 2 (2017): ​297​-316​. ​https://doi.org/10.1007/s00401-017-1702-1.
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  • 2017 | Journal Article | Research Paper | 
    ​ ​Sütterlin, Thomas, Erika Tsingos, Jalil Bensaci, Georgios N. Stamatas, and Niels Grabe. "A 3D self-organizing multicellular epidermis model of barrier formation and hydration with realistic cell morphology based on EPISIM​." ​Scientific Reports ​7, no. 1 (2017): ​43472​. ​https://doi.org/10.1038/srep43472.
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  • 2017 | Journal Article | Research Paper | 
    ​ ​Yamamoto, Yoichiro, Akira Saito, Ayako Tateishi, Hisashi Shimojo, Hiroyuki Kanno, Shinichi Tsuchiya, Ken-Ichi Ito et al. "Quantitative diagnosis of breast tumors by morphometric classification of microenvironmental myoepithelial cells using a machine learning approach​." ​Scientific Reports ​7, no. 1 (2017): ​46732​. ​https://doi.org/10.1038/srep46732.
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  • 2016 | Journal Article | Research Paper
    ​ ​Remark, Romain, Taha Merghoub, Niels Grabe, Geert Litjens, Diane Damotte, Jedd D. Wolchok, Miriam Merad, and Sacha Gnjatic. "In-depth tissue profiling using multiplexed immunohistochemical consecutive staining on single slide​." ​Science Immunology ​1, no. 1 (2016): ​aaf6925​. ​https://doi.org/10.1126/sciimmunol.aaf6925.
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  • 2016 | Journal Article | Research Paper
    ​ ​Valous, Nektarios A., Bernd Lahrmann, Niels Halama, Frank Bergmann, Dirk Jäger, and Niels Grabe. "Spatial intratumoral heterogeneity of proliferation in immunohistochemical images of solid tumors​." ​Medical Physics ​43, no. 6 (2016): ​2936​-2947​. ​https://doi.org/10.1118/1.4949003.
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  • 2016 | Journal Article | Research Paper | 
    ​ ​Korkmaz-Icöz, Sevil, Samer Al Said, Tamás Radovits, Shiliang Li, Maik Brune, Péter Hegedűs, Ayhan Atmanli et al. "Oral treatment with a zinc complex of acetylsalicylic acid prevents diabetic cardiomyopathy in a rat model of type-2 diabetes: activation of the Akt pathway​." ​Cardiovascular Diabetology ​15, no. 1 (2016): ​75​. ​https://doi.org/10.1186/s12933-016-0383-8.
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  • 2016 | Journal Article | Research Paper
    ​ ​Halama, Niels, Inka Zoernig, Anna Berthel, Christoph Kahlert, Fee Klupp, Meggy Suarez-Carmona, Thomas Suetterlin et al. "Tumoral Immune Cell Exploitation in Colorectal Cancer Metastases Can Be Targeted Effectively by Anti-CCR5 Therapy in Cancer Patients​." ​Cancer Cell ​29, no. 4 (2016): ​587​-601​. ​https://doi.org/10.1016/j.ccell.2016.03.005.
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  • 2016 | Journal Article | Research Paper
    ​ ​Schmoch, Thomas, Zoltan Gal, Andreas Mock, Jan Mossemann, Bernd Lahrmann, Niels Grabe, Peter Schmezer et al. "Combined Treatment of ATRA with Epigenetic Drugs Increases Aggressiveness of Glioma Xenografts​." ​Anticancer Research ​36, no. 4 (2016): ​1489​-1496​. ​
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  • 2016 | Journal Article | Research Paper
    ​ ​Schmidt, Melissa, Andreas Mock, Christine Jungk, Felix Sahm, Anna Theresa Ull, Rolf Warta, Katrin Lamszus et al. "Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade​." ​Oncotarget ​7, no. 12 (2016): ​14551​-14568​. ​https://doi.org/10.18632/oncotarget.7396.
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  • 2016 | Journal Article | Research Paper
    ​ ​Echterdiek, Fabian, Jonas Janikovits, Laura Staffa, Meike Müller, Bernd Lahrmann, Monika Frühschütz, Benjamin Hartog et al. "Low density of FOXP3-positive T cells in normal colonic mucosa is related to the presence of beta2-microglobulin mutations in Lynch syndrome-associated colorectal cancer​." ​OncoImmunology ​5, no. 2 (2016): ​e1075692​. ​https://doi.org/10.1080/2162402X.2015.1075692.
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  • 2016 | Journal Article | Research Paper
    ​ ​Kittas, Aristotelis, Aurélien Delobelle, Sabrina Schmitt, Kai Breuhahn, Carito Guziolowski, and Niels Grabe. "Directed random walks and constraint programming reveal active pathways in hepatocyte growth factor signaling​." ​The FEBS Journal ​283, no. 2 (2016): ​350​-360​. ​https://doi.org/10.1111/febs.13580.
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  • 2016 | Conference Paper
    ​ ​Kloor, Matthias, Jonas Janikovits, Julia Krzykalla, Axel Benner, Niels Grabe, Fabian Echterdiek, Meike Mueller, Sandrina Koerner, Aysel Ahadova, and Magnus von Knebel Doeberitz. "Abstract A085: Immune evasion and PD-1-positive T cell infiltration in DNA mismatch repair-deficient colorectal cancer​." ​​A085​-A085. Paper presented at the Second CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival, ​New York, NY, ​2016. https://doi.org/10.1158/2326-6066.IMM2016-A085.
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  • 2016 | Journal Article | Research Paper
    ​ ​Lotz, J., J. Olesch, B. Muller, T. Polzin, P. Galuschka, J. M. Lotz, S. Heldmann et al. "Patch-Based Nonlinear Image Registration for Gigapixel Whole Slide Images​." ​IEEE Transactions on Bio-Medical Engineering ​63, no. 9 (2016): ​1812​-1819​. ​https://doi.org/10.1109/TBME.2015.2503122.
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  • 2016 | Journal Article | Research Paper
    ​ ​Burkhardt, Dorothea, Maria Bartosova, Betti Schaefer, Niels Grabe, Bernd Lahrmann, Hamoud Nasser, Christian Freise et al. "Reduced Microvascular Density in Omental Biopsies of Children with Chronic Kidney Disease​." ​PLoS One ​11, no. 11 (2016): ​e0166050​. ​https://doi.org/10.1371/journal.pone.0166050.
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  • 2016 | Journal Article | Research Paper
    ​ ​Koşaloğlu, Zeynep, Inka Zörnig, Niels Halama, Iris Kaiser, Ivo Buchhalter, Niels Grabe, Roland Eils, Matthias Schlesner, Andrea Califano, and Dirk Jäger. "Identification of immunotherapeutic targets by genomic profiling of rectal NET metastases​." ​OncoImmunology ​5, no. 11 (2016): ​e1213931​. ​https://doi.org/10.1080/2162402X.2016.1213931.
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  • 2016 | Journal Article | Research Paper
    ​ ​Mock, Andreas, Christoph Geisenberger, Christian Orlik, Rolf Warta, Christian Schwager, Christine Jungk, Céline Dutruel et al. "LOC283731 promoter hypermethylation prognosticates survival after radiochemotherapy in IDH1 wild-type glioblastoma patients​." ​International Journal of Cancer ​139, no. 2 (2016): ​424​-432​. ​https://doi.org/10.1002/ijc.30069.
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  • 2016 | Journal Article | Research Paper | 
    ​ ​Jungk, Christine, Andreas Mock, Janina Exner, Christoph Geisenberger, Rolf Warta, David Capper, Amir Abdollahi et al. "Spatial transcriptome analysis reveals Notch pathway-associated prognostic markers in IDH1 wild-type glioblastoma involving the subventricular zone​." ​BMC Medicine ​14, no. 1 (2016): ​170​. ​https://doi.org/10.1186/s12916-016-0710-7.
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  • 2016 | Journal Article | Research Paper | 
    ​ ​Hoefflin, Rouven, Bernd Lahrmann, Gregor Warsow, Daniel Hübschmann, Cathleen Spath, Britta Walter, Xin Chen et al. "Spatial niche formation but not malignant progression is a driving force for intratumoural heterogeneity​." ​Nature Communications ​7, no. 1 (2016): ​ncomms11845​. ​https://doi.org/10.1038/ncomms11845.
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  • 2015 | Journal Article | Research Paper | 
    ​ ​Seidensaal, Katharina, Andre Nollert, Agnes Hiou Feige, Marie Muller, Thomas Fleming, Nikolas Gunkel, Karim Zaoui et al. "Impaired aldehyde dehydrogenase 1 subfamily member 2A-dependent retinoic acid signaling is related with a mesenchymal-like phenotype and an unfavorable prognosis of head and neck squamous cell carcinoma​." ​Molecular Cancer ​14, no. 1 (2015): ​204​. ​https://doi.org/10.1186/s12943-015-0476-0.
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  • 2015 | Journal Article | Research Paper
    ​ ​Reuter, Tasmin, Rolf Warta, Dirk Theile, Andreas D. Meid, Juan Pablo Rigalli, Carolin Mogler, Esther Herpel et al. "Role of NR1I2 (pregnane X receptor) polymorphisms in head and neck squamous cell carcinoma​." ​Naunyn-Schmiedeberg's Archives of Pharmacology ​388, no. 11 (2015): ​1141​-1150​. ​https://doi.org/10.1007/s00210-015-1150-1.
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  • 2015 | Journal Article | Research Paper
    ​ ​Bayo, Pilar, Adriana Jou, Albrecht Stenzinger, Chunxuan Shao, Madeleine Gross, Alexandra Jensen, Niels Grabe et al. "Loss of SOX2 expression induces cell motility via vimentin up-regulation and is an unfavorable risk factor for survival of head and neck squamous cell carcinoma​." ​Molecular Oncology ​9, no. 8 (2015): ​1704​-1719​. ​https://doi.org/10.1016/j.molonc.2015.05.006.
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  • 2015 | Journal Article | Research Paper
    ​ ​Geisenberger, Christoph, Andreas Mock, Rolf Warta, Carmen Rapp, Christian Schwager, Andrey Korshunov, Ann-Katrin Nied et al. "Molecular profiling of long-term survivors identifies a subgroup of glioblastoma characterized by chromosome 19/20 co-gain​." ​Acta Neuropathologica ​130, no. 3 (2015): ​419​-434​. ​https://doi.org/10.1007/s00401-015-1427-y.
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  • 2015 | Journal Article | Research Paper
    ​ ​Waldera Lupa, Daniel M., Faiza Kalfalah, Kai Safferling, Petra Boukamp, Gereon Poschmann, Elena Volpi, Christine Götz-Rösch et al. "Characterization of Skin Aging-Associated Secreted Proteins (SAASP) Produced by Dermal Fibroblasts Isolated from Intrinsically Aged Human Skin​." ​Journal of Investigative Dermatology ​135, no. 8 (2015): ​1954​-1968​. ​https://doi.org/10.1038/jid.2015.120.
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  • 2015 | Journal Article | Research Paper
    ​ ​Kittas, Aristotelis, Amélie Barozet, Jekaterina Sereshti, Niels Grabe, and Sophia Tsoka. "CytoASP: a Cytoscape app for qualitative consistency reasoning, prediction and repair in biological networks​." ​BMC Systems Biology ​9, no. 1 (2015): ​34​. ​https://doi.org/10.1186/s12918-015-0179-6.
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  • 2015 | Journal Article | Research Paper
    ​ ​Freudlsperger, Christian, Dominik Horn, Sebastian Weißfuß, Wilko Weichert, Klaus-Josef Weber, Daniel Saure, Sarika Sharma et al. "Phosphorylation of AKT(Ser473) serves as an independent prognostic marker for radiosensitivity in advanced head and neck squamous cell carcinoma​." ​International Journal of Cancer ​136, no. 12 (2015): ​2775​-2785​. ​https://doi.org/10.1002/ijc.29328.
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  • 2015 | Journal Article | Research Paper | 
    ​ ​Schrader, Carola H, Markus Kolb, Karim Zaoui, Christa Flechtenmacher, Niels Grabe, Klaus-Josef Weber, Thomas Hielscher, Peter K. Plinkert, and Jochen Hess. "Kallikrein-related peptidase 6 regulates epithelial-to-mesenchymal transition and serves as prognostic biomarker for head and neck squamous cell carcinoma patients​." ​Molecular Cancer ​14, no. 1 (2015): ​107​. ​https://doi.org/10.1186/s12943-015-0381-6.
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  • 2015 | Journal Article | Research Paper
    ​ ​Funk, Sonja, Regina Mark, Pilar Bayo, Christa Flechtenmacher, Niels Grabe, Peter Angel, Peter K. Plinkert, and Jochen Hess. "High S100A8 and S100A12 protein expression is a favorable prognostic factor for survival of oropharyngeal squamous cell carcinoma​." ​International Journal of Cancer ​136, no. 9 (2015): ​2037​-2046​. ​https://doi.org/10.1002/ijc.29262.
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  • 2015 | Journal Article | Research Paper
    ​ ​George, Babitha, Dominik Horn, Pilar Bayo, Karim Zaoui, Christa Flechtenmacher, Niels Grabe, Peter Plinkert, Valery Krizhanovsky, and Jochen Hess. "Regulation and function of Myb-binding protein 1A (MYBBP1A) in cellular senescence and pathogenesis of head and neck cancer​." ​Cancer Letters ​358, no. 2 (2015): ​191​-199​. ​https://doi.org/10.1016/j.canlet.2014.12.042.
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  • 2015 | Journal Article | Research Paper | 
    ​ ​Das, Tamal, Kai Safferling, Sebastian Rausch, Niels Grabe, Heike Boehm, and Joachim P. Spatz. "A molecular mechanotransduction pathway regulates collective migration of epithelial cells​." ​Nature Cell Biology ​17, no. 3 (2015): ​276​-287​. ​https://doi.org/10.1038/ncb3115.
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  • 2015 | Journal Article | Research Paper
    ​ ​Zörnig, Inka, Niels Halama, Justo Lorenzo Bermejo, Claudia Ziegelmeier, Elke Dickes, Alexander Migdoll, Iris Kaiser et al. "Prognostic significance of spontaneous antibody responses against tumor-associated antigens in malignant melanoma patients​." ​International Journal of Cancer ​136, no. 1 (2015): ​138​-151​. ​https://doi.org/10.1002/ijc.28980.
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article | Research Paper
    ​ ​Staffa, Laura, Fabian Echterdiek, Nina Nelius, Axel Benner, Wiebke Werft, Bernd Lahrmann, Niels Grabe et al. "Mismatch repair-deficient crypt foci in Lynch syndrome--molecular alterations and association with clinical parameters​." ​PLoS One ​10, no. 3 (2015): ​e0121980​. ​https://doi.org/10.1371/journal.pone.0121980.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article | Research Paper
    ​ ​Halec, Gordana, Laia Alemany, Belen Lloveras, Markus Schmitt, Maria Alejo, Franz X. Bosch, Sara Tous et al. "Pathogenic role of the eight probably/possibly carcinogenic HPV types 26, 53, 66, 67, 68, 70, 73 and 82 in cervical cancer​." ​The Journal of Pathology ​234, no. 4 (2014): ​441​-451​. ​https://doi.org/10.1002/path.4405.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article | Research Paper
    ​ ​Campos, Benito, Zoltan Gal, Aline Baader, Tilman Schneider, Christopher Sliwinski, Kristina Gassel, Josephine Bageritz et al. "Aberrant self-renewal and quiescence contribute to the aggressiveness of glioblastoma​." ​The Journal of Pathology ​234, no. 1 (2014): ​23​-33​. ​https://doi.org/10.1002/path.4366.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article | Research Paper
    ​ ​Theile, Dirk, Zoltan Gal, Rolf Warta, Juan Pablo Rigalli, Bernd Lahrmann, Niels Grabe, Christel Herold-Mende, Gerhard Dyckhoff, and Johanna Weiss. "Antiproliferative efficacies but minor drug transporter inducing effects of paclitaxel, cisplatin, or 5-fluorouracil in a murine xenograft model for head and neck squamous cell carcinoma​." ​Cancer Biology & Therapy ​15, no. 4 (2014): ​436​-442​. ​https://doi.org/10.4161/cbt.27632.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article | Research Paper
    ​ ​Warta, Rolf, Dirk Theile, Carolin Mogler, Esther Herpel, Niels Grabe, Bernd Lahrmann, Peter K. Plinkert, Christel Herold-Mende, Johanna Weiss, and Gerhard Dyckhoff. "Association of drug transporter expression with mortality and progression-free survival in stage IV head and neck squamous cell carcinoma​." ​PLoS One ​9, no. 9 (2014): ​e108908​. ​https://doi.org/10.1371/journal.pone.0108908.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Safferling, Kai, Thomas Sütterlin, Kathi Westphal, Claudia Ernst, Kai Breuhahn, Merlin James, Dirk Jäger, Niels Halama, and Niels Grabe. "Wound healing revised: a novel reepithelialization mechanism revealed by in vitro and in silico models​." ​The Journal of Cell Biology ​203, no. 4 (2013): ​691​-709​. ​https://doi.org/10.1083/jcb.201212020.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Holzinger, Dana, Christa Flechtenmacher, Nataly Henfling, Ines Kaden, Niels Grabe, Bernd Lahrmann, Markus Schmitt, Jochen Hess, Michael Pawlita, and Franz X. Bosch. "Identification of oropharyngeal squamous cell carcinomas with active HPV16 involvement by immunohistochemical analysis of the retinoblastoma protein pathway​." ​International Journal of Cancer ​133, no. 6 (2013): ​1389​-1399​. ​https://doi.org/10.1002/ijc.28142.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Kostareli, Efterpi, Dana Holzinger, Olga Bogatyrova, Thomas Hielscher, Gunnar Wichmann, Michaela Keck, Bernd Lahrmann et al. "HPV-related methylation signature predicts survival in oropharyngeal squamous cell carcinomas​." ​The Journal of Clinical Investigation ​123, no. 6 (2013): ​2488​-2501​. ​https://doi.org/10.1172/JCI67010.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Zoernig, Inka, Claudia Ziegelmeier, Bernd Lahrmann, Niels Grabe, Dirk Jäger, and Niels Halama. "Sequence mutations of the substrate binding pocket of stem cell factor and multidrug resistance protein ABCG2 in renal cell cancer: a possible link to treatment resistance​." ​Oncology Reports ​29, no. 5 (2013): ​1697​-1700​. ​https://doi.org/10.3892/or.2013.2324.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Halama, Niels, Anna Spille, Tina Lerchl, Karsten Brand, Esther Herpel, Stefan Welte, Sophia Keim et al. "Hepatic metastases of colorectal cancer are rather homogeneous but differ from primary lesions in terms of immune cell infiltration​." ​OncoImmunology ​2, no. 4 (2013): ​e24116​. ​https://doi.org/10.4161/onci.24116.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Valous, Nektarios A., Bernd Lahrmann, Wei Zhou, Roland Veltkamp, and Niels Grabe. "Multistage histopathological image segmentation of Iba1-stained murine microglias in a focal ischemia model: methodological workflow and expert validation​." ​Journal of Neuroscience Methods ​213, no. 2 (2013): ​250​-262​. ​https://doi.org/10.1016/j.jneumeth.2012.12.017.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Koffler, Jennifer, Dana Holzinger, Gustavo Acuña Sanhueza, Christa Flechtenmacher, Karim Zaoui, Bernd Lahrmann, Niels Grabe, Peter K. Plinkert, and Jochen Hess. "Submaxillary gland androgen-regulated protein 3A expression is an unfavorable risk factor for the survival of oropharyngeal squamous cell carcinoma patients after surgery​." ​European Archives of Oto-Rhino-Laryngology and Head & Neck ​270, no. 4 (2013): ​1493​-1500​. ​https://doi.org/10.1007/s00405-012-2201-6.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Sütterlin, Thomas, Christoph Kolb, Hartmut Dickhaus, Dirk Jäger, and Niels Grabe. "Bridging the scales: semantic integration of quantitative SBML in graphical multi-cellular models and simulations with EPISIM and COPASI​." ​Bioinformatics ​29, no. 2 (2013): ​223​-229​. ​https://doi.org/10.1093/bioinformatics/bts659.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Zhou, Wei, Arthur Liesz, Henrike Bauer, Clemens Sommer, Bernd Lahrmann, Nektarios Valous, Niels Grabe, and Roland Veltkamp. "Postischemic brain infiltration of leukocyte subpopulations differs among murine permanent and transient focal cerebral ischemia models​." ​Brain Pathology ​23, no. 1 (2013): ​34​-44​. ​https://doi.org/10.1111/j.1750-3639.2012.00614.x.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Lahrmann, Bernd, Nektarios A. Valous, Urs Eisenmann, Nicolas Wentzensen, and Niels Grabe. "Semantic focusing allows fully automated single-layer slide scanning of cervical cytology slides​." ​PLoS One ​8, no. 4 (2013): ​e61441​. ​https://doi.org/10.1371/journal.pone.0061441.
    ​Details  DOI  PMID  PMC 
  • 2013 | Journal Article | Research Paper
    ​ ​Schmitt, Sabrina, Kai Safferling, Kathi Westphal, Manuel Hrabowski, Ute Müller, Peter Angel, Lars Wiechert et al. "Stathmin regulates keratinocyte proliferation and migration during cutaneous regeneration​." ​PLoS One ​8, no. 9 (2013): ​e75075​. ​https://doi.org/10.1371/journal.pone.0075075.
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article | Research Paper
    ​ ​Kahlert, Christoph, Eva Gaitzsch, Gunnar Steinert, Carolin Mogler, Esther Herpel, Michael Hoffmeister, Lina Jansen et al. "Expression analysis of aldehyde dehydrogenase 1A1 (ALDH1A1) in colon and rectal cancer in association with prognosis and response to chemotherapy​." ​Annals of Surgical Oncology ​19, no. 13 (2012): ​4193​-4201​. ​https://doi.org/10.1245/s10434-012-2518-9.
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article | Research Paper
    ​ ​Gupta, Shishir K., Mugdha Srivastava, Bashir A. Akhoon, Shailendra K. Gupta, and Niels Grabe. "In silico accelerated identification of structurally conserved CD8+ and CD4+ T-cell epitopes in high-risk HPV types​." ​Infection Genetics and Evolution ​12, no. 7 (2012): ​1513​-1518​. ​https://doi.org/10.1016/j.meegid.2012.02.022.
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article | Research Paper
    ​ ​Guziolowski, Carito, Aristotelis Kittas, Florian Dittmann, and Niels Grabe. "Automatic generation of causal networks linking growth factor stimuli to functional cell state changes​." ​The FEBS Journal ​279, no. 18 (2012): ​3462​-3474​. ​https://doi.org/10.1111/j.1742-4658.2012.08616.x.
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article | Research Paper
    ​ ​Keim, Sophia, Inka Zoernig, Anna Spille, Bernd Lahrmann, Karsten Brand, Esther Herpel, Niels Grabe, Dirk Jäger, and Niels Halama. "Sequential metastases of colorectal cancer: Immunophenotypes and spatial distributions of infiltrating immune cells in relation to time and treatments​." ​OncoImmunology ​1, no. 5 (2012): ​593​-599​. ​https://doi.org/10.4161/onci.20179.
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article | Research Paper
    ​ ​Halama, Niels, Inka Zoernig, Niels Grabe, and Dirk Jaeger. "The local immunological microenvironment in colorectal cancer as a prognostic factor for treatment decisions in the clinic: The way ahead​." ​OncoImmunology ​1, no. 1 (2012): ​62​-66​. ​https://doi.org/10.4161/onci.1.1.18460.
    ​Details  DOI  PMID  PMC 
  • 2012 | Conference Paper
    ​ ​Halama, Niels, Sophia Keim, Inka Zoernig, Peter Schirmacher, Niels Grabe, and Dirk Jaeger. "Abstract 396: Sequential metastases of colorectal cancer: Treatment, immunophenotypes and spatial distributions of infiltrating immune cells​." ​In Proceedings, ​396​-396. ​2012. https://doi.org/10.1158/1538-7445.AM2012-396.
    ​Details  DOI 
  • 2012 | Conference Paper
    ​ ​Grabe, Niels, Kai Safferling, Kathi Westphal, Carito Guziolowski, Aristotelis Kittas, Claudia Ernst, Niels Halama, and Dirk Jaeger. "Abstract 4923: Understanding cancer invasion by the systems biological analysis of collective cell migration in 3D tissue models​." ​​4923​-4923. Paper presented at the AACR 103rd Annual Meeting, ​Chicago, IL, ​2012. https://doi.org/10.1158/1538-7445.AM2012-4923.
    ​Details  DOI 
  • 2012 | Journal Article | Research Paper | 
    ​ ​Schüle, Rebecca, Christine Dictus, Benito Campos, Feng Wan, Jörg Felsberg, Rezvan Ahmadi, Franz-Simon Centner et al. "Potential canonical wnt pathway activation in high-grade astrocytomas​." ​The Scientific World Journal ​2012 (2012): ​697313​. ​https://doi.org/10.1100/2012/697313.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | Research Paper
    ​ ​Halama, Niels, Sara Michel, Matthias Kloor, Inka Zoernig, Axel Benner, Anna Spille, Thora Pommerencke et al. "Localization and density of immune cells in the invasive margin of human colorectal cancer liver metastases are prognostic for response to chemotherapy​." ​Cancer Research ​71, no. 17 (2011): ​5670​-5677​. ​https://doi.org/10.1158/0008-5472.CAN-11-0268.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | Research Paper
    ​ ​Campos, Benito, Franz-Simon Centner, Justo Lorenzo Bermejo, Ramadan Ali, Katharina Dorsch, Feng Wan, Jörg Felsberg et al. "Aberrant expression of retinoic acid signaling molecules influences patient survival in astrocytic gliomas​." ​The American Journal of Pathology ​178, no. 5 (2011): ​1953​-1964​. ​https://doi.org/10.1016/j.ajpath.2011.01.051.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | Research Paper
    ​ ​Wan, Feng, Christel Herold-Mende, Benito Campos, Franz-Simon Centner, Christine Dictus, Natalia Becker, Frauke Devens et al. "Association of stem cell-related markers and survival in astrocytic gliomas​." ​Biomarkers ​16, no. 2 (2011): ​136​-143​. ​https://doi.org/10.3109/1354750X.2010.536256.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | Research Paper
    ​ ​Halama, Niels, Monika Braun, Christoph Kahlert, Anna Spille, Christian Quack, Nuh Rahbari, Moritz Koch et al. "Natural killer cells are scarce in colorectal carcinoma tissue despite high levels of chemokines and cytokines​." ​Clinical Cancer Research ​17, no. 4 (2011): ​678​-689​. ​https://doi.org/10.1158/1078-0432.CCR-10-2173.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | Research Paper
    ​ ​Campos, Benito, Justo Lorenzo Bermejo, Lin Han, Jörg Felsberg, Rezvan Ahmadi, Niels Grabe, Guido Reifenberger, Andreas Unterberg, and Christel Herold-Mende. "Expression of nuclear receptor corepressors and class I histone deacetylases in astrocytic gliomas​." ​Cancer Science ​102, no. 2 (2011): ​387​-392​. ​https://doi.org/10.1111/j.1349-7006.2010.01792.x.
    ​Details  DOI  PMID  PMC 
  • 2011 | Conference Paper
    ​ ​Halama, Niels, Inka Zoernig, Anna Spille, Peter Schirmacher, Karsten Brand, Christine Falk, Niels Grabe, and Dirk Jäger. "Abstract 795: Patterns of T-cell distribution at the invasive margin of colorectal cancer liver metastases: Downstream recruitment of T cells and spatial heterogeneity​." ​In Proceedings, ​795​-795. ​2011. https://doi.org/10.1158/1538-7445.AM2011-795.
    ​Details  DOI 
  • 2011 | Journal Article | Research Paper
    ​ ​Gage, Julia C, Arpita Ghosh, Sylvia Borgonovo, Stephen Follansbee, Nicolas Wentzensen, Patti E. Gravitt, Niels Grabe, Bernd Lahrmann, and Philip E. Castle. "A comparison of dacron versus Flocked nylon swabs for anal cytology specimen collection​." ​Acta Cytologica ​55, no. 4 (2011): ​364​-367​. ​https://doi.org/10.1159/000329488.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | Research Paper
    ​ ​Lahrmann, Bernd, Niels Halama, Hans-Peter Sinn, Peter Schirmacher, Dirk Jaeger, and Niels Grabe. "Automatic tumor-stroma separation in fluorescence TMAs enables the quantitative high-throughput analysis of multiple cancer biomarkers​." ​PLoS One ​6, no. 12 (2011): ​e28048​. ​https://doi.org/10.1371/journal.pone.0028048.
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article | Research Paper
    ​ ​Halama, Niels, Inka Zoernig, Anna Spille, Sara Michel, Matthias Kloor, Silke Grauling-Halama, Kathi Westphal, Peter Schirmacher, Dirk Jäger, and Niels Grabe. "Quantification of prognostic immune cell markers in colorectal cancer using whole slide imaging tumor maps​." ​Analytical and Quantitative Cytology and Histology ​32, no. 6 (2010): ​333​-340​. ​
    ​Details  PMID  PMC 
  • 2010 | Journal Article | Research Paper
    ​ ​Lahrmann, Bernd, Niels Halama, Kathi Westphal, Claudia Ernst, Zeinab Elsawaf, Peter Sinn, Franz X. Bosch et al. "Robust gridding of TMAs after whole-slide imaging using template matching​." ​Cytometry. Part A ​77, no. 12 (2010): ​1169​-1176​. ​https://doi.org/10.1002/cyto.a.20949.
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article | Research Paper
    ​ ​Pommerencke, Thora, Kathi Westphal, Claudia Ernst, Kai Safferling, Hartmut Dickhaus, Thorsten Steinberg, Pascal Tomakidi, and Niels Grabe. "Spatial quantification and classification of skin response following perturbation using organotypic skin cultures​." ​Bioinformatics ​26, no. 21 (2010): ​2760​-2766​. ​https://doi.org/10.1093/bioinformatics/btq525.
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article | Research Paper
    ​ ​Hildenbrand, Maike, Verena Rhiemeier, Bettina Hartenstein, Bernd Lahrmann, Niels Grabe, Peter Angel, and Jochen Hess. "Impaired skin regeneration and remodeling after cutaneous injury and chemically induced hyperplasia in taps-transgenic mice​." ​Journal of Investigative Dermatology ​130, no. 7 (2010): ​1922​-1930​. ​https://doi.org/10.1038/jid.2010.54.
    ​Details  DOI  PMID  PMC 
  • 2010 | Conference Paper
    ​ ​Halama, Niels, Inka Zoernig, Niels T. Foged, Peter Schirmacher, Dirk Jaeger, and Niels Grabe. "Abstract 1917: Immunological Tumor Maps: a Landscape of Infiltrating Immune Cells in Colorectal Cancer Based on Complete Tissue Section Analyses​." ​In Proceedings, ​1917​-1917. ​2010. https://doi.org/10.1158/1538-7445.AM10-1917.
    ​Details  DOI 
  • 2010 | Journal Article | Research Paper
    ​ ​Grabe, Niels, Bernd Lahrmann, Thora Pommerencke, Magnus von Knebel Doeberitz, Miriam Reuschenbach, and Nicolas Wentzensen. "A virtual microscopy system to scan, evaluate and archive biomarker enhanced cervical cytology slides​." ​Cellular Oncology ​32, no. 1-2 (2010): ​109​-119​. ​https://doi.org/10.3233/CLO-2009-0508.
    ​Details  DOI  PMID  PMC 
  • 2009 | Journal Article | Research Paper
    ​ ​Halama, Niels, Inka Zoernig, Anna Spille, Kathi Westphal, Peter Schirmacher, Dirk Jaeger, and Niels Grabe. "Estimation of immune cell densities in immune cell conglomerates: an approach for high-throughput quantification​." ​PLoS One ​4, no. 11 (2009): ​e7847​. ​https://doi.org/10.1371/journal.pone.0007847.
    ​Details  DOI  PMID  PMC 
  • 2009 | Journal Article | Research Paper
    ​ ​Sütterlin, Thomas, Simone Huber, Hartmut Dickhaus, and Niels Grabe. "Modeling multi-cellular behavior in epidermal tissue homeostasis via finite state machines in multi-agent systems​." ​Bioinformatics ​25, no. 16 (2009): ​2057​-2063​. ​https://doi.org/10.1093/bioinformatics/btp361.
    ​Details  DOI  PMID  PMC 
  • 2009 | Journal Article | Research Paper
    ​ ​Grabe, Niels, and Peter Schirmacher. "From virtual microscopy to systems pathology: a meeting report of the 1st European workshop on tissue imaging and analysis, Heidelberg, Germany, 13-14 February 2009​." ​Virchows Archiv ​455, no. 2 (2009): ​193​-196​. ​https://doi.org/10.1007/s00428-009-0810-2.
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article | Research Paper | 
    ​ ​Michel, S., A. Benner, M. Tariverdian, N. Wentzensen, P. Hoefler, T. Pommerencke, Niels Grabe, M. von Knebel Doeberitz, and M. Kloor. "High density of FOXP3-positive T cells infiltrating colorectal cancers with microsatellite instability​." ​British Journal of Cancer ​99, no. 11 (2008): ​1867​-1873​. ​https://doi.org/10.1038/sj.bjc.6604756.
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article | Research Paper | 
    ​ ​Pommerencke, Thora, Thorsten Steinberg, Hartmut Dickhaus, Pascal Tomakidi, and Niels Grabe. "Nuclear staining and relative distance for quantifying epidermal differentiation in biomarker expression profiling​." ​BMC Bioinformatics ​9, no. 1 (2008): ​473​. ​https://doi.org/10.1186/1471-2105-9-473.
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article | Research Paper
    ​ ​Mussig, Eva, Thorsten Steinberg, Simon Schulz, Joachim P. Spatz, Jens Ulmer, Niels Grabe, Annette Kohl, Gerda Komposch, and Pascal Tomakidi. "Connective-Tissue Fibroblasts Established on Micropillar Interfaces are Pivotal for Epithelial-Tissue Morphogenesis​." ​Advanced Functional Materials ​18, no. 19 (2008): ​2919​-2929​. ​https://doi.org/10.1002/adfm.200800381.
    ​Details  DOI 
  • 2007 | Journal Article | Research Paper
    ​ ​Grabe, Niels, Thora Pommerencke, Thorsten Steinberg, Hartmut Dickhaus, and Pascal Tomakidi. "Reconstructing protein networks of epithelial differentiation from histological sections​." ​Bioinformatics ​23, no. 23 (2007): ​3200​-3208​. ​https://doi.org/10.1093/bioinformatics/btm504.
    ​Details  DOI  PMID  PMC 
  • 2007 | Journal Article | Research Paper
    ​ ​Grabe, Niels, and Karsten Neuber. "Simulating psoriasis by altering transit amplifying cells​." ​Bioinformatics ​23, no. 11 (2007): ​1309​-1312​. ​https://doi.org/10.1093/bioinformatics/btm042.
    ​Details  DOI  PMID  PMC 
  • 2007 | Journal Article | Research Paper
    ​ ​Steinberg, Thorsten, Simon Schulz, Joachim P. Spatz, Niels Grabe, Eva Mussig, Annette Kohl, Gerda Komposch, and Pascal Tomakidi. "Early keratinocyte differentiation on micropillar interfaces​." ​Nano Letters ​7, no. 2 (2007): ​287​-294​. ​https://doi.org/10.1021/nl062271z.
    ​Details  DOI  PMID  PMC 
  • 2005 | Journal Article | Research Paper
    ​ ​Grabe, Niels, and Karsten Neuber. "A multicellular systems biology model predicts epidermal morphology, kinetics and Ca2+ flow​." ​Bioinformatics ​21, no. 17 (2005): ​3541​-3547​. ​https://doi.org/10.1093/bioinformatics/bti585.
    ​Details  DOI  PMID  PMC 
  • 2004 | Journal Article | Research Paper
    ​ ​Koenig, Matthias, and Niels Grabe. "Highly specific prediction of phosphorylation sites in proteins​." ​Bioinformatics ​20, no. 18 (2004): ​3620​-3627​. ​https://doi.org/10.1093/bioinformatics/bth455.
    ​Details  DOI  PMID  PMC 

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