Michael Kuhn

This is the homepage of Michael Kuhn (né Müller). I am from Leipzig and/or Dresden and lived in Pasadena, CA, for three years while studying at Caltech. I did my PhD in the lab of Peer Bork at the EMBL Heidelberg, working on integrating protein-chemical interactions with phenotypic data to predict drug targets and to find the molecular basis of side effects.

Since July 2009, I have been working as a post doc in the labs of Andreas Beyer (Biotec, TU Dresden) and Tony Hyman (MPI-CBG). My main topic of research is an evolutionary analysis of the centrosome. My wife, Christiane Kuhn, and I are happy parents of two boys.

eMail: michaelmckuhnde

Elsewhere: bioCS, a blog, FriendFeed, Twitter, Tumblr

Scientific Interests

How did such a complex organelle like the centrosome evolve? How did functional requirements and components change over time?

I am (still) interested in finding the biomolecular basis of diseases and side effects on the level of protein-protein interactions. Can we pinpoint known side effects to target proteins? Can we benefit from a global view on drug-target interactions?

Underlying tools that I built together with others are: STITCH, SIDER, and MATADOR.

Scientific Vita

An affair with chemistry in high school led me twice to the International Chemistry Olympiad. However, I learned from hands-on experience in organic chemistry lab that I did not want to pursue a wet-lab career. Therefore I decided to study computer science at Caltech, where it was also possible to put an emphasis on biochemistry. Caltech's Summer Undergraduate Research Fellowship (SURF) provided me with the opportunity to work in David Baker's lab in Seattle. During a year-long study term in Dresden, I worked on automatically analyzing single molecule force spectroscopy spectra with Daniel Müller. Later, I worked in Michael Schroeder's lab on protein-protein interfaces, again with SURF funding. I received my PhD (Dr. rer. nat.) from the University of Heidelberg with summa cum laude after research in the lab of Peer Bork at the EMBL in Heidelberg. The topic of my PhD thesis was: "Integrating chemical and protein interactions: From interaction networks to human phenotypes."

Publications

See list below, or try this PubMed search which retrieves most of the listed publications.
iii.
Lister AL, Datta RS, Hofmann O, Krause R, Kuhn M, Roth B, Schneider R.
Live coverage of scientific conferences using web technologies.
PLoS Comput Biol. 2010 Jan 29;6(1):e1000563.
ii.
Lister AL, Datta RS, Hofmann O, Krause R, Kuhn M, Roth B, Schneider R.
Live Coverage of Intelligent Systems for Molecular Biology/European Conference on Computational Biology (ISMB/ECCB) 2009.
PLoS Comput Biol. 2010 Jan 29;6(1):e1000640.
15.
Kuhn M, Campillos M, Letunic I, Jensen LJ, Bork P.
A side effect resource to capture phenotypic effects of drugs.
Mol Syst Biol. 2010;6:343. Epub 2010 Jan 19.
14.
Muller J, Szklarczyk D, Julien P, Letunic I, Roth A, Kuhn M, Powell S, von Mering C, Doerks T, Jensen LJ, Bork P.
eggNOG v2.0: extending the evolutionary genealogy of genes with enhanced non-supervised orthologous groups, species and functional annotations.
Nucleic Acids Res. 2010 Jan;38(Database issue):D190-5. Epub 2009 Nov 9.
13.
Kuhn M, Szklarczyk D, Franceschini A, Campillos M, von Mering C, Jensen LJ, Beyer A, Bork P.
STITCH 2: an interaction network database for small molecules and proteins.
Nucleic Acids Res. 2010 Jan;38(Database issue):D552-6. Epub 2009 Nov 6.
12.
Pafilis E, O'Donoghue SI, Jensen LJ, Horn H, Kuhn M, Brown NP, Schneider R.
Reflect: augmented browsing for the life scientist.
Nat Biotechnol. 2009 Jun;27(6):508-10.
11.
Pavlopoulos GA, Pafilis E, Kuhn M, Hooper SD, Schneider R.
OnTheFly: a tool for automated document-based text annotation, data linking and network generation.
Bioinformatics. 2009 Apr 1;25(7):977-8. Epub 2009 Feb 17.
i.
Saunders N, Beltrão P, Jensen LJ, Jurczak D, Krause R, Kuhn M, Wu S.
Microblogging the ISMB: A New Approach to Conference Reporting.
PLoS Comput Biol. 2009 Jan;5(1):e1000263. Epub 2009 Jan 30.
10.
Jensen LJ*, Kuhn M*, Stark M, Chaffron S, Creevey C, Muller J, Doerks T, Julien P, Roth A, Simonovic M, Bork P, Mering CV.
STRING 8—a global view on proteins and their functional interactions in 630 organisms.
Nucleic Acids Res. 2009 Jan;37(Database issue):D412-6. Epub 2008 Oct 21.
9.
Campillos M*, Kuhn M*, Gavin AC, Jensen LJ, Bork P.
Drug target identification using side-effect similarity.
Science. 2008 Jul 11;321(5886):263-6.
8.
Kuhn M*, Campillos M*, González P*, Jensen LJ*, Bork P*.
Large-scale prediction of drug-target relationships.
FEBS Lett. 2008 Apr 9;582(8):1283-90. Epub 2008 Feb 20.
7.
Kuhn M, von Mering C, Campillos M, Jensen LJ, Bork P.
STITCH: interaction networks of chemicals and proteins.
Nucleic Acids Res. 2008 Jan;36(Database issue):D684-8. Epub 2007 Dec 15.
6.
Günther S, Kuhn M, Dunkel M, Campillos M, Senger C, Petsalaki E, Ahmed J, Urdiales EG, Gewiess A, Jensen LJ, Schneider R, Skoblo R, Russell RB, Bourne PE, Bork P, Preissner R.
SuperTarget and Matador: resources for exploring drug-target relationships.
Nucleic Acids Res. 2008 Jan;36(Database issue):D919-22. Epub 2007 Oct 16.
5.
Jensen LJ*, Julien P*, Kuhn M, von Mering C, Muller J, Doerks T, Bork P.
eggNOG: automated construction and annotation of orthologous groups of genes.
Nucleic Acids Res. 2008 Jan;36(Database issue):D250-4. Epub 2007 Oct 16.
4.
von Mering C*, Jensen LJ*, Kuhn M, Chaffron S, Doerks T, Kruger B, Snel B, Bork P.
STRING 7--recent developments in the integration and prediction of protein interactions.
Nucleic Acids Res. 2007 Jan;35(Database issue):D358-62. Epub 2006 Nov 10.
3.
Kuhn M, Janovjak H, Hubain M, Muller DJ.
Automated alignment and pattern recognition of single-molecule force spectroscopy data.
J Microsc. 2005 May;218(Pt 2):125-32.
2.
Kuhn M, Meiler J, Baker D.
Strand-loop-strand motifs: prediction of hairpins and diverging turns in proteins.
Proteins. 2004 Feb 1;54(2):282-8.
1.
Meiler J, Müller M, Zeidler A, Schmäschke F
Generation and evaluation of dimension-reduced amino acid parameter representations by artificial neural networks.
J. Mol. Model. 7 (2001), 360-369

* - These authors contributed equally. Arabic numerals: peer reviewed papers. Roman numerals: meeting reports etc.

Presentations

Chemicals in Context: from SuperTarget and Matador to STITCH
European Bioinformatics Institute, Hinxton (UK), February 4, 2008
Keynote (zipped), pdf handout, STITCH ScreenCast, SuperTarget ScreenCast, license for all parts: Creative Commons License

Exploring proteins, chemicals and their interactions with STRING and STITCH
Max Planck Institute of Molecular Cell Biology and Genetics, Dresden (Germany), December 18, 2007
Keynote (zipped) Creative Commons License

The STRING database
Exploring Modular Protein Architecture
ENSEIRB, Bordeaux (France), June 15, 2007
ppt Creative Commons License

Tags: simply organize and share links and references with keywords
Novel concepts and easy-to-use web tools for biologists
EMBL Heidelberg, May 30, 2006
ppt Creative Commons License, pdf, video