1. Haussler, D., Krogh, A., Mian, I.S., Sjölander, K., "Protein Modeling using Hidden Markov Models: Analysis of Globins", Proceedings of the Hawaii International Conference on System Sciences, 1993. Voted best in the category AI Technologies for Molecular Biology Analysis.
2. Brown, M.P., Hughey, R., Krogh, A., Mian, I.S., Sjölander, K., Haussler, D., "Using Dirichlet mixture priors to derive hidden Markov models for protein families," Proceedings of the First International Conference on Intelligent Systems for Molecular Biology 1993 1:47-55.
3. Krogh, A., Brown, M., Mian, S., Sjölander, K. and Haussler, D., "Hidden Markov Models in Computational Biology: Applications to Protein Modeling," Journal of Molecular Biology 1994 Feb 4;235(5):1501-31
4. Sakakibara, Y, Brown, M., Hughey, R., Mian, S., Sjölander, K., Underwood, R., Haussler, D. "Stochastic Context-Free Grammars for tRNA Modeling," Nucleic Acids Research. 1994 Nov 25;22(23):5112-20.
5. Sjölander, K., Karplus, K., Brown, M.P., Hughey, R., Krogh, A., Mian, I.S., Haussler D., "Dirichlet Mixtures: A Method for Improved Detection of Weak but Significant Protein Sequence Homology," Computing Applications in the Biosciences (CABIOS) 1996 Aug;12(4):327-45. Oxford Journals Online abstract. Postscript . PDF.
6. Karplus, K, Sjölander K , Barrett C, Cline M, Haussler D, Hughey R, Holm L, Sander C., "Predicting protein structure using hidden Markov models," Proteins: Structure, Function and Genetics, Suppl 1:134-139. 1997. Invited paper for special issue covering the second Critical Assessment for Protein Structure Prediction (CASP) competition. PubMed abstract.
7. Sjölander, K , "Bayesian Evolutionary Tree Estimation", Proceedings of the Eleventh International Conference on Mathematical and Computer Modelling and Scientific Computing , Computational Biology Session: "Conference Computing in the Genome Era" 1997
8. Sjölander, K , "Phylogenetic inference in protein superfamilies: Analysis of SH2 domains," Proceedings of the Conference Intelligent Systems for Molecular Biology 1998 6:165-74. PubMed. PDF.
9. Venter, C. et al, "The sequence of the human genome," Science, 2001 Feb 16;291(5507):1304-51. (My contributions: the algorithms used for the Panther HMM library construction and functional classification of the human genome. (1) FlowerPower clustering and alignment of homologs; (2) Bayesian Evolutionary Tree Estimation and subfamily identification; (3) Subfamily HMM construction.) Science Online access.
10. Edgar, R., and Sjölander, K., "Simultaneous sequence alignment and tree construction using hidden Markov models." Proceedings of the Pacific Symposium on Biocomputing , HI. 2003; 180-91. PubMed. Access to paper from online PSB proceedings.
11. Edgar, R., and Sjölander, K., "SATCHMO: Sequence Alignment and Tree Construction using Hidden Markov models," Bioinformatics. 2003 Jul 22;19(11):1404-11. Oxford University Press access. Selected by the Faculty of 1000 as a "Must Read" for Technological Advance (rating 6.0).
12. Sjölander, K., "Phylogenomic inference of protein molecular function: advances and challenges," Bioinformatics 2004 (20)2:170-179. Oxford University Press access. PDF.
13. Edgar, R., and Sjölander, K., "COACH: profile-profile alignment of protein families using hidden Markov models," Bioinformatics 2004 May 22;20(8):1309-18. PubMed. Journal access.
14. Edgar, R. and Sjölander, K., "A comparison of scoring functions for protein sequence profile alignment," Bioinformatics 2004 May 22;20(8):1301-8.PubMed.
15. Mahmut Tör, M., Brown D., Cooper, A., Woods-Tör, A., Sjölander, K., Jones, J.D.G. and Holub, E. "Arabidopsis Downy Mildew Resistance Gene RPP27 Encodes a Receptor-Like Protein Similar to CLAVATA2 and Tomato Cf-9," Plant Physiology, 2004 Jun;135(2):1100-12. PubMed. PDF.
16. Kleffmann, T., Russenberger, D., von Zychlinski, A., Christopher, W., Sjölander, K., Gruissem, W., and Baginsky, S. "The Arabidopsis thaliana chloroplast proteome reveals pathway abundance and novel protein functions," Current Biology 2004 Mar 9;14(5):354-62. PDF. PubMed.
17. Magnani, E., Sjölander, K. , and Hake S., "From endonucleases to transcription factors: evolution of the AP2 DNA-binding domain in plants", Plant Cell, 2004 Sep;16(9):2265-77.PubMed. Selected by the Faculty of 1000 as a "Must Read".
18. Rowland O, Ludwig AA, Merrick CJ, Baillieul F, Tracy FE, Durrant WE, Fritz-Laylin L, Nekrasov V, Sjölander K, Yoshioka H, Jones JD. ''Functional Analysis of Avr9/Cf-9 Rapidly Elicited Genes Identifies a Protein Kinase, ACIK1, That Is Essential for Full Cf-9-Dependent Disease Resistance in Tomato'', Plant Cell. Jan;17(1):295-310. 2004 PubMed.
19. Brown D, Krishnamurthy N, Dale J, Christopher W, and Sjölander K, "Subfamily HMMs in Functional Genomics", Proceedings of the Pacific Symposium on Biocomputing, 2005. PubMed, PSB proceedings.
20. Rebecca Middleton, Kimmen Sjölander, Nandini Krishnamurthy, Jonathan Foley, and Patricia Zambryski, "Predicted hexameric structure of the Agrobacterium VirB4 C terminus suggests VirB4 acts as a docking site during type IV secretion", Proceedings of the National Academy of Sciences 2005 Feb 1;102(5):1685-90.
21. Stephen T. Chisholm, Douglas Dahlbeck, Nandini Krishnamurthy, Brad Day, Kimmen Sjölander, and Brian J. Staskawicz, "Molecular characterization of proteolytic cleavage sites of the Pseudomonas syringae effector AvrRpt2", Proceedings of the National Academy of Sciences, February 8, 2005, vol. 102, no. 6, 2087-2092.
22. Lillian Fritz-Laylin, Nandini Krishamurthy, Mahmut Tor, Kimmen Sjölander and Jonathan Jones. "Phylogenomic analysis of the receptor-like proteins of rice and Arabidopsis", Plant Physiology, June 2005, Vol. 138, pp. 611-623. PDF.
23. von Zychlinski A, Kleffmann T, Krishnamurthy N, Sjölander K, Baginsky S, Gruissem W., "Proteome analysis of the rice etioplast: metabolic and regulatory networks and novel protein functions", Mol Cell Proteomics. PubMed. 2005 May 20 (Epub ahead of print). PDF.
24. Nandini Krishnamurthy and Kimmen Sjölander, "Basic protein sequence analysis". Current Protocols in Molecular Biology, Unit 19.5, 2005.
25. Nandini Krishnamurthy and Kimmen Sjölander, "Phylogenomic inference of protein molecular function," Current Protocols in Bioinformatics, Unit 6.9, 2005.
26. Nandini Krishnamurthy and Kimmen Sjölander, "Basic protein sequence analysis". Current Protocols in Protein Science Unit 2.11, 2005.
27. Duncan Brown and Kimmen Sjölander, "Functional Classification using Phylogenomic Inference." PLoS Computational Biology, Vol 2, Issue 6, June 2006.
28. Kimmen Sjölander and Chelsea Specht, "Functional prediction through phylogenetic inference and structural classification of proteins" Encyclopedia of Genetics, Genomics, Proteomics and Bioinformatics, John Wiley and Sons (Short Specialist Review) July 2006.
29. Leebens-Mack J, Vision T, Brenner E, Bowers JE, Cannon S, Clement MJ, Cunningham CW, Depamphilis C, Desalle R, Doyle JJ, Eisen JA, Gu X, Harshman J, Jansen RK, Kellogg EA, Koonin EV, Mishler BD, Philippe H, Pires JC, Qiu YL, Rhee SY, Sjolander K, Soltis DE, Soltis PS, Stevenson DW, Wall K, Warnow T, Zmasek C. "Taking the First Steps towards a Standard for Reporting on Phylogenies: Minimum Information about a Phylogenetic Analysis (MIAPA)." OMICS 2006. PubMed abstract.
30. Nandini Krishnamurthy, Duncan Brown, Dan Kirshner and Kimmen Sjölander, "PhyloFacts: An online structural phylogenomic encyclopedia for protein functional and structural classification," Genome Biology 2006, 7:R83
31. Nandini Krishnamurthy, Duncan Brown and Kimmen Sjölander, "FlowerPower: clustering proteins into domain architecture classes for phylogenomic inference of protein function", BMC Evolutionary Biology 2007, 7 Suppl 1:S12 doi:10.1186/1471-2148-7-S1-S12.
32. Jake Gunn Glanville, Dan Kirshner, Nandini Krishnamurthy and Kimmen Sjölander, "Berkeley Phylogenomics Group web servers: resources for structural phylogenomic analysis," Nucleic Acids Research 2007; doi:10.1093/nar/gkm325. PDF
33. Brown DP, Krishnamurthy N, Sjölander K, "Automated Protein Subfamily Identification and Classification," PLoS Computational Biology 2007, 3(8): e160 doi:10.1371/journal.pcbi.0030160. PDF. Supplementary Data. Selected by the Faculty of 1000 as a technological advance.
34. Samart Wanchana, Supat Thongjuea, Victor Jun Ulat, Mylah Anacleto, Ramil Mauleon, Matthieu Conte, Mathieu Rouard, Manuel Ruiz, Nandini Krishnamurthy, Kimmen Sjölander, Theo van Hintum and Richard M. Bruskiewich "The Generation Challenge Programme comparative plant stress-responsive gene catalogue," Nucleic Acids Research 2007; doi:10.1093/nar/gkm798. PDF