We provide a comprehensive platform for bioinformatic, cheminformatic and systems biological tools

Publications

  1. Chereda H, Bleckmann A, Menck K, Perera-Bel J, Stegmaier P, Auer F, Kramer F, Leha A, Beißbarth T. Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer. Genome medicine. 2021 March 11; 13(1), 1-16. doi:10.1186/s13073-021-00845-7. PMID: 33706810; PMCID: PMC7953710 Link
  2. Kolmykov S, Yevshin I, Kulyashov M, Sharipov R, Kondrakhin Y, Makeev VJ, Kulakovskiy IV, Kel A, Kolpakov F. GTRD: an integrated view of transcription regulation. Nucleic Acids Res. 2020 Nov 24:gkaa1057. doi: 10.1093/nar/gkaa1057. Epub ahead of print. PMID: 33231677 Link
  3. Lloyd K, Papoutsopoulou S, Smith E, Stegmaier P, Bergey F, Morris L, Kittner M, England H, Spiller D, White MHR, Duckworth CA, Campbell BJ, Poroikov V, Martins Dos Santos VAP, Kel A, Muller W, Pritchard DM, Probert C, Burkitt MD; SysmedIBD consortium. Using systems medicine to identify a therapeutic agent with potential for repurposing in inflammatory bowel disease. Dis Model Mech. 2020 Sep 21;13(11):dmm044040. doi: 10.1242/dmm.044040. Epub ahead of print. PMID: 32958515; PMCID: PMC7710021 Link
  4. Lasri A, Juric V, Verreault M, Bielle F, Idbaih A, Kel A, Murphy B, Sturrock M. Phenotypic selection through cell death: stochastic modelling of O-6-methylguanine-DNA methyltransferase dynamics. R Soc Open Sci. 2020 Jul 8;7(7):191243. doi: 10.1098/rsos.191243. PMID: 32874597; PMCID: PMC7428254. Link
  5. Orekhov AN, Sukhorukov VN, Nikiforov NG, Kubekina MV, Sobenin IA, Foxx KK, Pintus S, Stegmaier P, Stelmashenko D, Kel A, Poznyak AV, Wu WK, Kasianov AS, Makeev VY, Manabe I, Oishi Y. Signaling Pathways Potentially Responsible for Foam Cell Formation: Cholesterol Accumulation or Inflammatory Response-What is First? Int J Mol Sci. 2020 Apr 14;21(8):2716. doi: 10.3390/ijms21082716. PMID: 32295185; PMCID: PMC7216009. Link
  6. Daou R, Beißbarth T, Wingender E, Gültas M, Haubrock M. Constructing temporal regulatory cascades in the context of development and cell differentiation. PLoS One. 2020 Apr 10;15(4):e0231326. doi: 10.1371/journal.pone.0231326. PMID: 32275727; PMCID: PMC7147753. Link
  7. Aarestrup FM, Albeyatti A, Armitage WJ, Auffray C, Augello L, Balling R, Benhabiles N, Bertolini G, Bjaalie JG, Black M, Blomberg N, Bogaert P, Bubak M, Claerhout B, Clarke L, De Meulder B, D’Errico G, Di Meglio A, Forgo N, Gans- Combe C, Gray AE, Gut I, Gyllenberg A, Hemmrich-Stanisak G, Hjorth L, Ioannidis Y, Jarmalaite S, Kel A, Kherif F, Korbel JO, Larue C, Laszlo M, Maas A, Magalhaes L, Manneh-Vangramberen I, Morley-Fletcher E, Ohmann C, Oksvold P, Oxtoby NP, Perseil I, Pezoulas V, Riess O, Riper H, Roca J, Rosenstiel P, Sabatier P, Sanz F, Tayeb M, Thomassen G, Van Bussel J, Van den Bulcke M, Van Oyen H. Towards a European health research and innovation cloud (HRIC). Genome Med. 2020 Feb 19;12(1):18. doi: 10.1186/s13073-020-0713-z. PMID: 32075696; PMCID: PMC7029532. Link
  8. Orekhov AN, Nikiforov NG, Sukhorukov VN, Kubekina MV, Sobenin IA, Wu WK, Foxx KK, Pintus S, Stegmaier P, Stelmashenko D, Kel A, Gratchev AN, Melnichenko AA, Wetzker R, Summerhill VI, Manabe I, Oishi Y. Role of Phagocytosis in the Pro- Inflammatory Response in LDL-Induced Foam Cell Formation; a Transcriptome Analysis. Int J Mol Sci. 2020 Jan 27;21(3):817. doi: 10.3390/ijms21030817. PMID: 32012706; PMCID: PMC7037225. Link
  9. Kel, A., Boyarskikh, U., Stegmaier, P., Leskov, L. S., Sokolov, A. V., Yevshin, I., Mandrik, N., Stelmashenko, D., Koschmann, J., Kel-Margoulis, O., Krull, M., Martínez-Cardús, A., Moran, S., Esteller, M., Kolpakov, F., Filipenko, M. and Wingender, E. (2019) Walking pathways with positive feedback loops reveal DNA methylation biomarkers of colorectal cancer. BMC Bioinformatics 20 (Suppl 4), 119. doi: 0.1186/s12859-019-2687-7  Link
  10. Orekhov, A., Oishi, Y., Nikiforov, N., Zhelankin, A. V., Sobenin, I., Kel, E., Stelmashenko, D., Makeev, V., Foxx, K., Kruth, H., Jin, X. and Bukrinsky, M. I. (2018) Transcriptome analysis revealed inflammatory genes responsible for foam cell formation. Atherosclerosis 275, e116. doi: 10.1016/j.atherosclerosis.2018.06.329) Link
  11. Smetanina, M. A., Kel, A. E., Sevost’ianova, K. S., Maiborodin, I. V., Shevela, A. I., Zolotukhin, I. A., Stegmaier, P. and Filipenko, M. L. (2018) DNA methylation and gene expression profiling reveal MFAP5 as a regulatory driver of extracellular matrix remodeling in varicose vein disease. Epigenomics 10, 1103-1119. doi: 10.2217/epi-2018-0001 Link
  12. Wingender, E., Schoeps, T., Haubrock, M., Krull, M. and Dönitz, J. (2018) TFClass: expanding the classification of human transcription factors to their mammalian orthologs. Nucleic Acids Res. 46, D343-D347. doi: 10.1093/nar/gkx987  Link
  13. Boyarskikh, U., Pintus, S., Mandrik, N., Stelmashenko, D., Kiselev, I., Evshin, I., Sharipov, R., Stegmaier, P., Kolpakov, F., Filipenko, M. and Kel A. (2018) Computational master-regulator search reveals mTOR and PI3K pathways responsible for low sensitivity of NCI-H292 and A427 lung cancer cell lines to cytotoxic action of p53 activator Nutlin-3. BMC Med. Genomics 11(Suppl 1), 12. doi: 10.1186/s12920-018-0330-5 Link
  14. Stegmaier, P., Kel, A and Wingender, E. (2017) geneXplainR: An R interface for the geneXplain platform. J. Open Source Softw. 2, 412. doi: 10.21105/joss.00412. Link
  15. Triska, M., Solovyev, V., Baranova, A., Kel, A. and Tatarinova, T. V. (2017) Nucleotide patterns aiding in prediction of eukaryotic promoters. PLoS One 12, e0187243. doi: 10.1371/journal.pone.0187243. Link
  16. Kel, A.E. (2017). Search for Master Regulators in Walking Cancer Pathways. Methods Mol. Biol. 1613, 161-191. doi: 10.1007/978-1-4939-7027-8_8. Link
  17. Kechin, A., Boyarskikh, U., Kel, A. and Filipenko, M. (2017) cutPrimers: A New Tool for Accurate Cutting of Primers from Reads of Targeted Next Generation Sequencing. J. Comput. Biol. 24, 1138-1143. doi: 10.1089/cmb.2017.0096. Link
  18. Yevshin, I., Sharipov, R., Valeev, T., Kel, A. and Kolpakov, F. (2017) GTRD: a database of transcription factor binding sites identified by ChIP-seq experiments. Nucleic Acids Res. 45(D1), D61-D67. doi: 10.1093/nar/gkw951. Link
  19. Niehof, M., Hildebrandt, T., Danov, O., Arndt, K., Koschmann, J., Dahlmann, F., Hansen, T. and Sewald, K. (2017) RNA isolation from precision-cut lung slices (PCLS) from different species. BMC Res. Notes 10, 121. doi: 10.1186/s13104-017-2447-6. Link
  20. Mandić, A. D., Bennek, E., Verdier, J., Zhang, K., Roubrocks, S., Davis, R. J., Denecke, B., Gassler, N., Streetz, K., Kel, A., Hornef, M., Cubero, F. J., Trautwein, C. and Sellge, G. (2017) c-Jun N-terminal kinase 2 promotes enterocyte survival and goblet cell differentiation in the inflamed intestine. Mucosal Immunol., 2017;10(5):1211-1223. doi: 10.1038/mi.2016.125. Link
  21. Kural, K. C., Tandon, N., Skoblov, M., Kel-Margoulis, O. V. and Baranova, A. V. (2016) Pathways of aging: comparative analysis of gene signatures in replicative senescence and stress induced premature senescence. BMC Genomics 17(Suppl 14), 1030. doi: 10.1186/s12864-016-3352-4. Link
  22. Kel, A. E. (2016) Data on master regulators and transcription factor binding sites found by upstream analysis of multi-omics data on methotrexate resistance of colon cancer. Data Brief. 10, 499-504. doi: 10.1016/j.dib.2016.11.096. Link
  23. Kondrakhin, Y., Valeev, T., Sharipov, R., Yevshin, I., Kolpakov, F. and Kel, A. E. (2016) Prediction of protein-DNA interactions of transcription factors linking proteomics and transcriptomics data. EuPA Open Proteomics 13, 14-23. doi: 10.1016/j.euprot.2016.09.001. Link
  24. Kel, A. E., Stegmaier, P., Valeev, T., Koschmann, J., Poroikov, V., Kel-Margoulis, O. V. and Wingender, E. (2016) Multi-omics “upstream analysis” of regulatory genomic regions helps identifying targets against methotrexate resistance of colon cancer. EuPA Open Proteomics 13, 1-13. doi: 10.1016/j.euprot.2016.09.002. Link
  25. Srivastava, A., Mazzocco, G., Kel, A., Wyrwicz, L.S. and Plewczynski, D. (2016) Detecting reliable non interacting proteins (NIPs) significantly enhancing the computational prediction of protein-protein interactions using machine learning methods. Mol. Biosyst. 12, 778-785. doi: 10.1039/c5mb00672d. Link
  26. Koschmann, J., Bhar, A., Stegmaier,P., Kel, A. E. and Wingender, E. (2015) “Upstream Analysis”: An integrated promoter-pathway analysis approach to causal interpretation of microarray data. Microarrays 4, 270-286. doi:10.3390/microarrays4020270. Link
  27. Wingender, E., Schoeps, T., Haubrock, M. and Dönitz, J. (2015) TFClass: a classification of human transcription factors and their rodent orthologs. Nucleic Acids Res. 43, D97-D102. doi: 10.1093/nar/gku1064. Link
  28. Sycheva, A.M., Kel, A., Nikolaev, E.N., and Moshkovskii, S.A. (2014) Equal Impact of Diffusion and DNA Binding Rates on the Potential Spatial Distribution of Nuclear Factor κB Transcription Factor inside the Nucleus. Biochemistry (Moscow) 79, 577-580. Link
  29. Shi, Y., Nikulenkov, F., Zawacka-Pankau, J., Li, H., Gabdoulline, R., Xu, J., Eriksson, S., Hedström, E., Issaeva, N., Kel, A., Arnér, E.S., Selivanova, G. (2014) ROS-dependent activation of JNK converts p53 into an efficient inhibitor of oncogenes leading to robust apoptosis. Cell Death Differ. 21, 612-623. doi:10.1038/cdd.2013.186. Link
  30. Kolker, E., Ozdemir, V., Martens, L., Hancock, W., Anderson, G., Anderson, N., Aynacioglu, S., Baranova, A., Campagna, S.R., Chen, R., Choiniere, J., Dearth, S.P., Feng, W.C., Ferguson, L., Fox, G., Frishman, D., Grossman, R., Heath, A., Higdon, R., Hutz, MH., Janko, I., Jiang, L., Joshi, S., Kel, A., Kemnitz, J.W., Kohane, I.S., Kolker, N., Lancet, D., Lee, E., Li, W., Lisitsa, A., Llerena, A., Macnealy-Koch, C., Marshall, J.C., Masuzzo, P., May, A., Mias, G., Monroe, M., Montague, E., Mooney, S., Nesvizhskii, A., Noronha, S., Omenn, G., Rajasimha, H., Ramamoorthy, P., Sheehan, J., Smarr, L., Smith, C.V., Smith, T., Snyder, M., Rapole, S., Srivastava, S., Stanberry, L., Stewart, E., Toppo, S., Uetz, P., Verheggen, K., Voy, B.H., Warnich, L., Wilhelm, S.W. and Yandl, G. (2014) Toward more transparent and reproducible omics studies through a common metadata checklist and data publications. OMICS 18, 10-14. doi:10.1089/omi.2013.0149. Link
  31. Masseroli, M., Mons, B., Bongcam-Rudloff, E., Ceri, S., Kel, A., Rechenmann, F., Lisacek, F. and Romano, P. (2014) Integrated Bio-Search: challenges and trends for the integration, search and comprehensive processing of biological information. BMC Bioinformatics 15 (Suppl. 1), S2. doi:10.1186/1471-2105-15-S1-S2. Link
  32. Deyneko, I. V., Kel, A. E., Kel-Margoulis, O. V., Deineko, E. V., Wingender, E. and Weiss, S. (2013) MatrixCatch – a novel tool for the recognition of composite regulatory elements in promoters. BMC Bioinformatics 14, 241. Link
  33. Stegmaier, P., Kel, A., Wingender, E., Borlak, J. (2013) A discriminative approach for unsupervised clustering of DNA sequence motifs. PLoS Comput. Biol. 9, e1002958. Link
  34. Wingender, E. (2013) Criteria for an updated classification of human transcription factor DNA-binding domains. J. Bioinform. Comput. Biol. 11, 1340007. doi: 10.1142/S0219720013400076. Link
  35. Wingender, E., Schoeps, T., Dönitz, J. (2013) TFClass: An expandable hierarchical classification of human transcription factors. Nucleic Acids Res. 41, D165-D170. doi: 10.1093/nar/gks1123. Link
  36. Wingender, E., Kel, A. (2012) geneXplain – eine integrierte Bioinformatik-Plattform. BIOspektrum 18, 554-556 (German). Link
  37. Nikulenkov, F., Spinnler, C., Li, H., Tonelli, C., Shi, Y., Turunen, M., Kivioja, T., Ignatiev, I., Kel, A., Taipale, J., Selivanova, G. (2012) Insights into p53 transcriptional function via genome-wide chromatin occupancy and gene expression analysis. Cell Death Differ. 19, 992-2002. PubMed badgef1000
  38. Gabdoulline, R., Eckweiler, D., Kel, A., Stegmaier, P. (2012) 3DTF: a web server for predicting transcription factor PWMs using 3D structure-based energy calculations. Nucleic Acids Res. 40, W180-W185. PubMed
  39. De Pauw, A., Demine, S., Tejerina, S., Dieu, M., Delaive, E., Kel, A., Renard, P., Raes, M., Arnould, T. (2012) Mitochondrial uncoupling does not affect mitochondrial biogenesis but down-regulates pyruvate carboxylase in adipocytes: role for triglyceride content reduction. Am. J. Physiol. Endocrinol. Metab. 302, E1123-E1141. PubMed
  40. Kel, A., Kolpakov, F., Poroikov, V., Selivanova, G. (2011) GeneXplain — Identification of Causal Biomarkers and Drug Targets in Personalized Cancer Pathways. J. Biomol. Tech. 22(suppl.), S16. PubMed
  41. Zawacka-Pankau, J., Grinkevich, V.V., Hünten, S., Nikulenkov, F., Gluch, A., Li, H., Enge, M., Kel, A., Selivanova, G. (2011) Inhibition of glycolytic enzymes mediated by pharmacologically activated p53: targeting Warburg effect to fight cancer. J. Biol. Chem. 286, 41600-41615. PubMed
  42. Ghedira K., Hornischer K., Konovalova T., Jenhani A.Z., Benkahla A., Kel A. (2011) Identification of key mechanisms controlling gene expression in Leishmania infected macrophages using genome-wide promoter analysis. Infect. Genet. Evol. 11, 769-777. PubMed
  43. Stegmaier P., Voss N., Meier T., Kel A., Wingender E., Borlak, J. (2011) Advanced computational biology methods identify molecular switches for malignancy in an EGF mouse model of liver cancer. PLoS ONE 6, e17738. Article
  44. Find here the complete list of publications of E. Wingender and A. Kel as indexed by PubMed.
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