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Ongoing Research Projects

Operon Prediction via Machine Learning approaches in Cyanobacteria using -Omics data

Cyanobacteria are notorious nitrogen and carbon fertilizers, as well as producers of oxygen and a vast range of secondary metabolites. Their adaptation to environmental conditions is tightly linked to changes in the transcriptional profile and alterations of the composition of transcriptional units (TU). We want to systematically describe changes of cyanobacteria in communities in native-mimicking growth conditions to changing abiotic and biotic stresses. Different -Omics datasets will help to define features for machine learning approaches to classify operons and TUs. Further, the biosynthesis pathways of secondary metabolites as reaction mechanisms in microbial communities will be investigated to subsequent model regulatory networks. By this, reaction pattern should be described allowing to propose cyanobacterial applications for more efficient CO2 fixation, biofuel production or oxygen generation to improve enzymatic catalysis in sewage plants.

Correlation of -Omics data on phenotypic features in Community Medicine

Community Medicine is of major importance to extract putative biomarker related to diseases and pinpoint to environmental conditions and other phenotypic features. In this respect, the usage of high-throughput methods for Transcriptomics, Proteomics and Metabolomics allow to create overall pictures of a specific level within the cell and can be used in combination to get more information on regualtory mechanisms explainging phenotypes. Beside the correlation and visualization of integrated Multi-Omics the other aim is to implement classifciation approaches via neural net, random forest and support vector machine methods to train based on given features the prediction for phenotypes like diseases.

Research interests

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Publications

Bodensohn US, Simm S, Fischer K, Jäschke M, Groß LE, Kramer K, Ehmann C, Rensing SA, Ladig R, Schleiff E (2019)
The intracellular distribution of the components of the GET system in vascular plants
Biochim Biophys Acta Mol Cell Res. 2019 Jun 21. pii: S0167-4889(19)30104-1. doi: 10.1016/j.bbamcr.2019.06.012. [Epub ahead of print] PubMed PMID: 31233800.

Wiesemann K, Simm S, Mirus O, Ladig R, Schleiff E (2019)
Regulation of two GTPases Toc159 and Toc34 in the translocon of the outer envelope of chloroplasts
Biochim Biophys Acta Proteins Proteom. 2019 Jun;1867(6):627-636. doi: 10.1016/j.bbapap.2019.01.002. Epub 2019 Jan 3. PubMed PMID: 30611779.

Kovacevic J, Palm D, Jooss D, Bublak D, Simm S, Schleiff E (2019)
Co-orthologues of ribosome biogenesis factors in A. thaliana are differentially regulated by transcription factors
Plant Cell Rep. 2019 May 13. doi: 10.1007/s00299-019-02416-y. [Epub ahead of print] PubMed PMID: 31087154.

Fragkostefanakis S, Simm S, El-Shershaby A, Hu Y, Bublak D, Mesihovic A, Darm K, Mishra SK, Tschiersch B, Theres K, Scharf C, Schleiff E, Scharf KD (2019)
The repressor and co-activator HsfB1 regulates the major heat stress transcription factors in tomato
Plant Cell Environ. 2019 Mar;42(3):874-890. doi: 10.1111/pce.13434. Epub 2018 Oct 11. PubMed PMID: 30187931.

Palm D, Streit D, Shanmugam T, Weis BL, Ruprecht M, Simm S, Schleiff E (2019)
Plant-specific ribosome biogenesis factors in Arabidopsis thaliana with essential function in rRNA processing
Nucleic Acids Res. 2019 Feb 28;47(4):1880-1895. doi: 10.1093/nar/gky1261. PubMed PMID: 30576513; PubMed Central PMCID: PMC6393314.

Berz J, Simm S, Schuster S, Scharf KD, Schleiff E, Ebersberger I (2019)
HEATSTER: A Database and Web Server for Identification and Classification of Heat Stress Transcription Factors in Plants
Bioinform Biol Insights. 2019 Jan 7;13:1177932218821365. doi: 10.1177/1177932218821365. eCollection 2019. PubMed PMID: 30670918; PubMed Central PMCID: PMC6327235.

Palm D, Streit D, Ruprecht M, Simm S, Scharf C, Schleiff E (2018)
Late ribosomal protein localization in Arabidopsis thaliana differs to that in Saccharomyces cerevisiae
FEBS Open Bio. 2018 Jul 25;8(9):1437-1444. doi: 10.1002/2211-5463.12487. eCollection 2018 Sep. PubMed PMID: 30186745; PubMed Central PMCID: PMC6120241.

Keller M, SPOT-ITN Consortium, Simm S (2018)
The coupling of transcriptome and proteome adaptation during development and heat stress response of tomato pollen
BMC Genomics. 2018 Jun 8;19(1):447. doi: 10.1186/s12864-018-4824-5. PubMed PMID: 29884134; PubMed Central PMCID: PMC5994098.

Lampe S, Kunze M, Scholz A, Brauß TF, Winslow S, Simm S, Keller M, Heidler J, Wittig I, Brüne B, Schmid T (2018)
Identification of the TXNIP IRES and characterization of the impact of regulatory IRES trans-acting factors
Biochim Biophys Acta Gene Regul Mech. 2018 Feb;1861(2):147-157. doi: 10.1016/j.bbagrm.2018.01.010. Epub 2018 Jan 31. PubMed PMID: 29378331.

Keller M, Hu Y, Mesihovic A, Fragkostefanakis S, Schleiff E, Simm S (2017)
Alternative splicing in tomato pollen in response to heat stress
DNA Res. 2017 Apr 1;24(2):205-217. doi: 10.1093/dnares/dsw051. PubMed PMID: 28025318; PubMed Central PMCID: PMC5397606.

Simm S, Scharf KD, Jegadeesan S, Chiusano ML, Firon N, Schleiff E (2016)
Survey of Genes Involved in Biosynthesis, Transport, and Signaling of Phytohormones with Focus on Solanum lycopersicum
Bioinform Biol Insights. 2016 Sep 26;10:185-207. eCollection 2016. PubMed PMID: 27695302; PubMed Central PMCID: PMC5038615.

Simm S, Einloft J, Mirus O, Schleiff E (2016)
50 years of amino acid hydrophobicity scales: revisiting the capacity for peptide classification
Biol Res. 2016 Jul 4;49(1):31. doi: 10.1186/s40659-016-0092-5. PubMed PMID: 27378087; PubMed Central PMCID: PMC4932767.

Fragkostefanakis S, Mesihovic A, Simm S, Paupière MJ, Hu Y, Paul P, Mishra SK, Tschiersch B, Theres K, Bovy A, Schleiff E, Scharf KD (2016)
HsfA2 Controls the Activity of Developmentally and Stress-Regulated Heat Stress Protection Mechanisms in Tomato Male Reproductive Tissues
Plant Physiol. 2016 Apr;170(4):2461-77. doi: 10.1104/pp.15.01913. Epub 2016 Feb 25. PubMed PMID: 26917685; PubMed Central PMCID: PMC4825147.

Sagor GH, Zhang S, Kojima S, Simm S, Berberich T, Kusano T (2016)
Reducing Cytoplasmic Polyamine Oxidase Activity in Arabidopsis Increases Salt and Drought Tolerance by Reducing Reactive Oxygen Species Production and Increasing Defense Gene Expression
Front Plant Sci. 2016 Feb 29;7:214. doi: 10.3389/fpls.2016.00214. eCollection 2016. PubMed PMID: 26973665; PubMed Central PMCID: PMC4770033.

Paul P, Chaturvedi P, Selymesi M, Ghatak A, Mesihovic A, Scharf KD, Weckwerth W, Simm S, Schleiff E (2016)
The membrane proteome of male gametophyte in Solanum lycopersicum
J Proteomics. 2016 Jan 10;131:48-60. doi: 10.1016/j.jprot.2015.10.009. Epub 2015 Oct 9. PubMed PMID: 26455813.

Palm D, Simm S, Darm K, Weis BL, Ruprecht M, Schleiff E, Scharf C (2016)
Proteome distribution between nucleoplasm and nucleolus and its relation to ribosome biogenesis in Arabidopsis thaliana
RNA Biol. 2016;13(4):441-54. doi: 10.1080/15476286.2016.1154252. Epub 2016 Mar 16. PubMed PMID: 26980300; PubMed Central PMCID: PMC5038169.

Fragkostefanakis S, Simm S, Paul P, Bublak D, Scharf KD, Schleiff E (2015)
Chaperone network composition in Solanum lycopersicum explored by transcriptome profiling and microarray meta-analysis
Plant Cell Environ. 2015 Apr;38(4):693-709. doi: 10.1111/pce.12426. Epub 2014 Oct 1. PubMed PMID: 25124075.

Simm S, Keller M, Selymesi M, Schleiff E (2015)
The composition of the global and feature specific cyanobacterial core-genomes
Front Microbiol. 2015 Mar 19;6:219. doi: 10.3389/fmicb.2015.00219. eCollection 2015. PubMed PMID: 25852675; PubMed Central PMCID: PMC4365693.

Simm S, Fragkostefanakis S, Paul P, Keller M, Einloft J, Scharf KD, Schleiff E (2015)
Identification and Expression Analysis of Ribosome Biogenesis Factor Co-orthologs in Solanum lycopersicum
Bioinform Biol Insights. 2015 Feb 4;9:1-17. doi: 10.4137/BBI.S20751. eCollection 2015. PubMed PMID: 25698879; PubMed Central PMCID: PMC4325683.

Sloan KE, Leisegang MS, Doebele C, Ramírez AS, Simm S, Safferthal C, Kretschmer J, Schorge T, Markoutsa S, Haag S, Karas M, Ebersberger I, Schleiff E, Watkins NJ, Bohnsack MT (2014)
The association of late-acting snoRNPs with human pre-ribosomal complexes requires the RNA helicase DDX21
Nucleic Acids Res. 2015 Jan;43(1):553-64. doi: 10.1093/nar/gku1291. Epub 2014 Dec 4. PubMed PMID: 25477391; PubMed Central PMCID: PMC4288182.

Martin R, Hackert P, Ruprecht M, Simm S, Brüning L, Mirus O, Sloan KE, Kudla G, Schleiff E, Bohnsack MT (2014)
A pre-ribosomal RNA interaction network involving snoRNAs and the Rok1 helicase
RNA. 2014 Aug;20(8):1173-82. doi: 10.1261/rna.044669.114. Epub 2014 Jun 19. PubMed PMID: 24947498; PubMed Central PMCID: PMC4105744.

Paul P, Simm S, Mirus O, Scharf KD, Fragkostefanakis S, Schleiff E (2014)
The complexity of vesicle transport factors in plants examined by orthology search
PLoS One. 2014 May 20;9(5):e97745. doi: 10.1371/journal.pone.0097745. eCollection 2014. PubMed PMID: 24844592; PubMed Central PMCID: PMC4028247.

Ebersberger I, Simm S, Leisegang MS, Schmitzberger P, Mirus O, von Haeseler A, Bohnsack MT, Schleiff E (2014)
The evolution of the ribosome biogenesis pathway from a yeast perspective
Nucleic Acids Res. 2014 Feb;42(3):1509-23. doi: 10.1093/nar/gkt1137. Epub 2013 Nov 14. PubMed PMID: 24234440; PubMed Central PMCID: PMC3919561.

Paul P, Simm S, Blaumeiser A, Scharf KD, Fragkostefanakis S, Mirus O, Schleiff E (2013)
The protein translocation systems in plants - composition and variability on the example of Solanum lycopersicum
BMC Genomics. 2013 Mar 18;14:189. doi: 10.1186/1471-2164-14-189. PubMed PMID: 23506162; PubMed Central PMCID: PMC3610429.

Simm S, Papasotiriou DG, Ibrahim M, Leisegang MS, Müller B, Schorge T, Karas M, Mirus O, Sommer MS, Schleiff E (2013)
efining the core proteome of the chloroplast envelope membranes
Front Plant Sci. 2013 Feb 6;4:11. doi: 10.3389/fpls.2013.00011. eCollection 2013. PubMed PMID: 23390424; PubMed Central PMCID: PMC3565376.

Missbach S, Weis BL, Martin R, Simm S, Bohnsack MT, Schleiff E (2013)
40S ribosome biogenesis co-factors are essential for gametophyte and embryo development
PLoS One. 2013;8(1):e54084. doi: 10.1371/journal.pone.0054084. Epub 2013 Jan 30. PubMed PMID: 23382868; PubMed Central PMCID: PMC3559688.

Bionda T, Tillmann B, Simm S, Beilstein K, Ruprecht M, Schleiff E (2010)
Chloroplast import signals: the length requirement for translocation in vitro and in vivo
J Mol Biol. 2010 Sep 24;402(3):510-23. doi: 10.1016/j.jmb.2010.07.052. Epub 2010 Aug 3. PubMed PMID: 20688079.

Teaching Experience