All Journal Papers:


Ichikawa DA*, Abdin O*, Alerasool N, Mueller AL, Wen H, Giganti DO, Goldberg GW, Adams S, Spencer JM, Gianco C, Clark FT, Strokach A, Lionnet T, Taipale M, Kim PM#, and Noyes MB#. Comprehensive screens and a universal zinc finger model enable transcription factor reprogramming. Nature Biotechnology (under review)

Abdin O, Nim S, Wen H, Kim PM. PepNN: a deep attention model for the identification of peptide binding sites. Nature Computational Science (under review)

Nim S*, O’hara D*, Corbi-Verge C, Perez-Riba A, Fujisawa K, Kapadia M, De Snoo ML, Chau H, Ngana SG, Kalia SK#, Kalia LV#, Kim PM#. Proteomic screen identifies peptide disrupting α-synuclein-ESCRT interaction to rescue neurodegeneration. Nature Communications (under revision)

Strokach A, Kim PM. Deep generative modeling for protein design. Current Opinions in Structural Biology (in press) [preprint on arxiv]

Valiente PA, Wen H, Nim S, Lee JA, Kim HJ, Kim JH, Perez-Riba A, Hwang I, Kim KD, Kim ST, Kim PM. Computational Design of Potent D-peptide Inhibitors of SARS-CoV-2. J Med Chem 2021 Oct 28;64(20):14955-14967. doi: 10.1021/acs.jmedchem.1c00655 [News Coverage]

Strokach A, Becerra D, Corbi-Verge C, Perez-Riba A, Kim PM. Computational generation of proteins with predetermined three-dimensional shapes using ProteinSolver. STAR Protoc. 2021 Apr 28;2(2):100505. doi:10.1016/j.xpro.2021.100505.

Strokach A, Lu TY, Kim PM. ELASPIC2 (EL2): Combining Contextualized Language Models and Graph Neural Networks to Predict Effects of Mutations. J Mol Biol. 2021 May 28;433(11):166810. doi: 10.1016/j.jmb.2021.166810. Epub 2021 Jan 13. PMID: 33450251.


Teyra J, Kelil A, Jain S, Helmy M, Jajodia R, Hooda Y, Gu J, D'Cruz AA, Nicholson SE, Min J, Sudol M, Kim PM, Bader GD, Sidhu SS. Large-scale survey and database of high affinity ligands for peptide recognition modules. Mol Syst Biol. 2020 Dec;16(12):e9310.

Strokach A, Becerra B, Corbi-Verge C, Perez-Riba A, Kim PM. Fast and flexible design of novel proteins using deep graph neural networks. Cell Systems 11, 1-10, Oct 21, 2020 [PDF] [News Coverage] [Webserver]

Mueller AL, Corbi-Verge C, Giganti DO, Ichikawa DM, Spencer JM, MacRae M, Garton M, Kim PM*, Noyes MB*. The geometric influence on the Cys2His2 zinc finger domain and functional plasticity. Nucleic Acids Res. 2020 May 8. pii: gkaa291.

Valiente PA, Becerra D, Kim PM. A Method to Calculate the Relative Binding Free Energy Differences of α-Helical Stapled Peptides. J Org Chem. 2020 Feb 7;85(3):1644-1651. doi: 10.1021/acs.joc.9b03067. Epub 2020 Jan 13.


Strokach A, Corbi-Verge C, Kim PM. Predicting changes in protein stability caused by mutation using sequence-and structure-based methods in a CAGI5 blind challenge. Hum Mutat. 2019 Sep;40(9):1414-1423. doi: 10.1002/humu.23852. Epub 2019 Aug 7.

Savojardo C, Petrosino M, Babbi G, Bovo S, Corbi-Verge C, Casadio R, Fariselli P, Folkman L, Garg A, Karimi M, Katsonis P, Kim PM, Lichtarge O, Martelli PL, Pasquo A, Pal D, Shen Y, Strokach AV, Turina P, Zhou Y, Andreoletti G, Brenner S, Chiaraluce R, Consalvi V, Capriotti E. Evaluating the predictions of the protein stability change upon single amino acid substitutions for the FXN CAGI5 challenge. Hum Mutat. 2019 Jun 17. doi: 10.1002/humu.23843.

Ichikawa DM, Corbi-Verge C, Shen MJ, Snider J, Wong V, Stagljar I, Kim PM#, Noyes MB#. A Multireporter Bacterial 2-Hybrid Assay for the High-Throughput and Dynamic Assay of PDZ Domain-Peptide Interactions. ACS Synth Biol. 2019 Apr 18. doi: 10.1021/acssynbio.8b00499.

Strokach A, Corbi-Verge C, Teyra J, Kim PM. Predicting the Effect of Mutations on Protein Folding and Protein-Protein Interactions. Methods Mol Biol. 2019;1851:1-17.

Garton M, Corbi-Verge C, Hu Y, Nim S, Tarasova N, Sherborne B, Kim PM. Rapid and accurate structure-based therapeutic peptide design using GPU accelerated thermodynamic integration. Proteins. 2019 Mar;87(3):236-244. doi:10.1002/prot.25644. Epub 2019 Jan 4.


Ben-David M, Huang H, Sun MGF, Corbi-Verge C, Petsalaki E, Liu K, Gfeller D, Garg P, Tempel W, Sochirca I, Shifman JM, Davidson A, Min J, Kim PM, Sidhu SS. Allosteric Modulation of Binding Specificity by Alternative Packing of Protein Cores. J Mol Biol. 2019 Jan 18;431(2):336-350. doi: 10.1016/j.jmb.2018.11.018. Epub 2018 Nov 22. PubMed PMID: 30471255.

Kataria M, Mouilleron S, Seo MH, Corbi-Verge C, Kim PM, Uhlmann F. A PxL motif promotes timely cell cycle substrate dephosphorylation by the Cdc14 phosphatase. Nat Struct Mol Biol. 2018 Dec;25(12):1093-1102. doi: 10.1038/s41594-018-0152-3.

Seo MH, Kim PM. The present and the future of motif-mediated protein-protein interactions. Curr Opin Struct Biol. 2018 Jun;50:162-170. doi: 10.1016/

Garton M, Nim S, Stone T, Wang K, Deber C, Kim PM. A method to generate highly stable D-amino acid analogs of bioactive helical peptides using a mirror image of the entire PDB. Proc Natl Acad Sci 2018 [PDF] [News Coverage]

Park SJ, Song S, Yang GS, Kim PM, Yoon S, Kim JH, Sung J. The Chemical Fluctuation Theorem governing gene expression. Nat Commun. 2018 Jan 19;9(1):297. doi: 10.1038/s41467-017-02737-0


Teyra J, Huang H, Jain S, Guan X, Dong A, Liu Y, Tempel W, Min J, Tong Y, Kim PM, Bader GD, Sidhu SS. Comprehensive Analysis of the Human SH3 Domain Family Reveals a Wide Variety of Non-canonical Specificities. Structure. 2017 Oct 3;25(10):1598-1610.e3

Najafabadi HS, Garton M, Weirauch MT, Mnaimneh S, Yang A, Kim PM, Hughes TR. Non-base-contacting residues enable kaleidoscopic evolution of metazoan C2H2 zinc finger DNA binding. Genome Biol. 2017 Sep 6;18(1):167

Sun MGF, Kim PM. Data driven flexible backbone protein design. PLoS Comput Biol. 2017 Aug 24;13(8):e1005722

Garton M, Sayadi M, Kim PM. A computational approach for designing D-proteins with non-canonical amino acid optimised binding affinity. PLoS One. 2017 Nov 6;12(11):e0187524

Davey NE, Seo MH, Yadav VK, Jeon J, Nim S, Krystkowiak I, Blikstad C, Dong D, Markova N, Kim PM, Ivarsson Y. Discovery of short linear motif-mediated interactions through phage display of intrinsically disordered regions of the human proteome. FEBS J. 2017 Feb;284(3):485-498

Seo MH, Nim S, Jeon J, Kim PM. Large-Scale Interaction Profiling of Protein Domains Through Proteomic Peptide-Phage Display Using Custom Peptidomes. Methods Mol Biol. 2017;1518:213-226.

Corbi-Verge C, Garton M, Nim S, Kim PM. Strategies to Develop Inhibitors of Motif-Mediated Protein-Protein Interactions as Drug Leads. Annu Rev Pharmacol Toxicol. 2017 Jan 6;57:39-60


Sun MGF*, Seo MH*, Nim S, Corbi-Verge C, Kim PM. Protein Engineering by highly parallel screening of computational designed variants. Science Advances. 20 Jul 2016: Vol. 2, no. 7, e1600692 [PDF] [News coverage]

Jeon J, Arnold R, Singh F, Teyra J, Braun T, Kim PM. PAT: predictor for structured units and its application for the optimization of target molecules for the generation of synthetic antibodies. BMC Bioinformatics. 2016 Apr 1;17:150. doi: 10.1186/s12859-016-1001-1. [PDF] [Webserver]

Corbi-Verge C, Kim PM. Motif mediated protein-protein interactions as drug targets. Cell Commun Signal. 2016 Mar 2;14:8. doi: 10.1186/s12964-016-0131-4.

Nim S*, Jeon JH*, Corbi-Verge C, Seo MH, Ivarsson Y, Tarasova N, Kim PM. Pooled screening for antiproliferative inhibitors of protein-protein interactions. Nature Chemical Biology 2016 Feb 22. doi 10.1038/nchembio.2026 [PDF]

Na H, Laver JD, Jeon J, Singh F, Ancevicius K, Fan Y, Cao WX, Nie K, Yang Z, Luo H, Wang M, Rissland O, Westwood JT, Kim PM, Smibert CA, Lipshitz HD, Sidhu SS. A high-throughput pipeline for the production of synthetic antibodies for analysis of ribonucleoprotein complexes. RNA. 2016 Feb 4. [Epub ahead of print] PubMed PMID: 26847261

Garrido-Urbani S, Garg P, Ghossoub R, Arnold R, Lembo F, Sundell GN, Kim PM, Lopez M, Zimmermann P, Sidhu SS, Ivarsson Y. Proteomic peptide phage display uncovers novel interactions of the PDZ1-2 supramodule of syntenin. FEBS Lett. 2016 Jan;590(1):3-12. doi: 10.1002/1873-3468.12037

Witvliet D*, Strokach A*, Giraldo AF, Teyra J, Colak RA, Kim PM. ELASPIC web-server: proteome-wide structure based prediction of mutation effects on protein stability and binding affinity. Bioinformatics 2016 Jan 21. pii: btw031 [PDF] [Webserver]

Colak RA, Kim TH, Kazan H, Oh Y, Cruz M, Valladares A, Peralta J, Escobedo J, Parra E, Kim PM#, Goldenberg A#. JBASE: Joint Bayesian Analysis of Sub-phentoypes and Epistasis. Bioinformatics 2016 Jan 15;32(2):203-10. doi: 10.1093/bioinformatics/btv504 [PDF]


Garton M, Najafabadi HS, Schmitges FW, Radovani E, Hughes TR, Kim PM. Breaking the C2H2 recognition code enigma: a structural approach reveals the influence of neighbor context on DNA binding specificity. Nucleic Acids Res 2015 Oct 30;43(19):9147-57. doi: 10.1093/nar/gkv919 [PDF]

Hao Y*, Colak R*, Teyra J*, Corbi-Verge C, Ignatschenko A, Hahne H, Wilhelm M, Kuster B, Braun P, Kaida D, Kislinger T, Kim PM. Semi-supervised Learning Predicts Approximately One Third of the Alternative Splicing Isoforms as Functional Proteins. Cell Reports 2015 Jul 14;12(2):183-9

Seo MH, Nim S, Jeon CJ, Kim PM. Large-scale interaction profiling of protein domains through proteomic peptide-phage display using custom peptidomes. Methods Mol Biol. (in press)

Najafabadi HS, Mnaimneh S, Schmitges FW, Garton M, Lam KN, Yang A, Albu M, Weirauch MT, Radovani E, Kim PM, Greenblatt J, Frey BJ, Hughes TR. C2H2 zinc finger proteins greatly expand the human regulatory lexicon. Nature Biotechnol. 2015 Feb 18.


Berliner N*, Teyra J*, Colak R*, Garcia Lopez S, Kim PM. Combining structural modeling with ensemble machine learning to accurately predict stability effects of mutations on protein stability and protein-protein interactions. PLoS ONE 2014 Sep 22;9(9):e107353.

Jeon J, Nim S, Teyra J, Datti A, Wrana JL, Sidhu SS, Moffat J, Kim PM. Integrated prediction and in vivo validation of novel cancer drug targets. Genome Medicine 2014 Jul 30;6(7):57

Babu M*, Arnold R*, Bundalovic-Torma C, Gagarinova A, Wong KS, Phanse S, Kumar A, Wagih O, Krunal L, Samanfar B, Stewart G, Graham C, Aoki H, Brown E, Golshani A, Kim P, Moreno-Hagelsieb G, Greenblatt J, Houry WA, Parkinson J, Emili A. Quantitative genome-wiede genetic interaction screens reveal the global functional organization of soluble protein complexes in Escherichia coli. PLoS Genetics 2014 Feb 20;10(2):e1004120

van der Lee R, Buljan M, Daughdrill G, Dunker K, Fuxreiter M, Gough J, Gsponer J, Jones D, Kim PM, Kriwacki R, Lang B, Pappu R, Tompa P, Uversky V, Wright P, Babu MM. Classification of Intrinsically Disordered Regions and Proteins. Chemical Reviews 2014 Jul 9;114(13):6589-631.

Abu-Odeh M, Bar-Mag T, Huang H, Kim T, Salah Z, Abdeen SK, Sudol M, Reichmann D, Sidhu S, Kim PM, Aqeilan RI. Characterizing WW Domain Interactions of Tumor Suppressor WWOX Reveals its Association with Multiprotein Networks. J Biol Chem. 2014 Mar 28;289(13):8865-80

Ivarsson Y, Arnold R, McLaughlin M, Nim S, Joshi R, Ray D, Liu B, Teyra J, Pawson T, Moffat J, Li S, Sidhu SS, Kim PM. Proteomic peptide phage display: large scale interaction profiling using human and viral phage peptidomes. Proc Natl Acad Sci. 2014 Feb 18;111(7):2542-7

Chen C, Ha BH, Thévenin AF, Lou HJ, Zhang R, Yip KY, Peterson JR, Gerstein M, Kim PM, Filippakopoulos P, Knapp S, Boggon TJ, Turk BE. Identification of a major determinant for serine-threonine kinase phosphoacceptor specificity. Mol Cell. 2014 Jan 9;53(1):140-7


Vizeacoumar FJ*, Arnold R*, Vizeacoumar FS, Chandrashekhar M, Buzina A, Young JT, Kwan JH, Sayad A, Mero P, Lawo S, Tanaka H, Brown KR, Baryshnikova A, Mak AB, Fedyshyn Y, Wang Y, Brito GC, Kasimer D, Makhnevych T, Ketela T, Datti A, Babu M, Emili A, Pelletier L, Wrana J, Wainberg Z, Kim PM, Rottapel R, O'Brien CA, Andrews B, Boone C, Moffat J. A negative genetic interaction map in isogenic cancer cell lines reveals cancer cell vulnerabilities. Mol Syst Biol. 2013 Oct 8;9:696

Teyra J, Kim PM. Interpreting protein networks with three-dimensional structures. Nat Methods. 2013 Jan;10(1):43-4.

Colak R*, Kim T*, Michaut M, Sun MFG, Irimia M, Bellay J, Myers CL, Blencowe BJ, Kim PM. Distinct types of disorder in the human proteome: functional implications for alternative splicing. PLoS Comp Biol 2013 Apr;9(4):e1003030

Barbosa-Morais NL, Irimia M, Pan Q, Xiong HY, Gueroussov S, Lee LJ, Slobodeniuc V, Kutter C, Watt S, Colak R, Kim T, Misquitta-Ali CM, Wilson MD, Kim PM, Odom DT, Frey BJ, Blencowe BJ. The evolutionary landscape of alternative splicing in vertebrate species. Science. 2012 Dec 21;338(6114):1587-93


Arnold R, Boonen K, Sun MG, Kim PM. Computational analysis of interactomes: Current and future perspectives for bioinformatics approaches to model the host-pathogen interaction space. Methods. 2012 Jun 28.

Ellis JD*, Barrios-Rodiles M*, Colak R*, Irimia M, Kim T, Calarco JA, Wang X, Pan Q, O'Hanlon D, Kim PM#, Wrana JL#, Blencowe BJ#. Tissue-specific alternative splicing remodels protein-protein interaction networks. Mol Cell. 2012 Jun 29;46(6):884-92.

Teyra J, Sidhu SS, Kim PM. Elucidation of the binding preferences of peptide recognition modules: SH3 and PDZ domains. FEBS Lett. 2012 Aug 14;586(17):2631-7. Epub 2012 Jun 9.

Hooda Y, Kim PM. Computational structural analysis of protein interactions and networks. Proteomics. 2012 May;12(10):1697-705. doi:10.1002/pmic.201100597.

Bellay J, Michaut M, Kim TH, Han S, Colak R, Myers CL, Kim PM. An Omics Perspective on Protein Disorder. Molecular Biosystems 2012 Jan 1;8(1): 185-93

Sun MFG*, Sikora M*, Costanzo M, Boone C, Kim PM. Network Evolution: Rewiring and Signatures of Conservation in Signaling. PLoS Comp. Biol. (in press)


Sun MFG, Kim PM. Evolution of Biological Networks. Genome Biology 2011 Dec 28;12(12):235 [PDF]

Kim TH, Tyndel M, Bader GD, Gfeller D#, Kim PM#. MUSI: An integrated system to identify multiple specificity in large peptide or nucleotide data sets. Nucleic Acids Research 2011 Dec 30

Yip KY*, Utz L*, Sitwell S, Turk BE, Gerstein MB#, Kim PM#. Identification of Specificity Determining Residues in Peptide Recognition Domains using an Information Theoretic Approach Applied to Large-Scale Binding Maps. BMC Biology 2011, 9:53

Gfeller D, Ernst A, Verschueren E, Vanhee P, Dar N, Serrano L, Sidhu SS, Bader GD#, Kim PM#. Uncovering Multiple Specificity in Protein Recognition Modules. Nature/EMBO Mol. Syst. Biol. 2011 Apr 26;7:484

Bellay J, Atluri G, Sing TL, Toufighi K, Costanzo M, Ribeiro PS, Pandey G, Baller J, Vandersluis B, Michaut M, Han S, Kim P, Brown GW, Andrews BJ, Boone C, Kumar V, Myers CL. Putting genetic interactions in context through a global modular decomposition. Genome Res. 2011 Aug;21(8):1375-87.

Fasolo J, Sboner A, Sun MGF, Yu H, Chen R, Sharon D, Kim PM, Gerstein M, Snyder M. Diverse Protein Kinase Interactions Identified by Protein Microarrays Reveals Novel Connections Between Cellular Processes. Genes Dev 2011 Apr 1;25(7):767-78

Bellay J*, Han S*, Michaut M*, Kim T, Costanzo M, Andrews BJ, Boone C, Bader GD, Myers CL#, Kim PM#. Bringing order to disorder: genomic analysis uncovers three distinct forms of protein disorder. Genome Biol. 2011, 12:R14 [PDF]

Shou C, Bhardwaj N, Lam HYK, Yan KK, Kim PM, Snyder M, Gerstein MB. Evolution of Biological Networks in Eukaryotes. PLoS Comp. Biol. 2011 Jan 6;7(1):e1001050


Bhardwaj N, Kim PM#, Gerstein MB. Rewiring of transcriptional regulatory networks: Hierarchy, rather than connectivity, better reflects the importance of regulators. Science Signal. 3, ra79 (2010) [#joint corresponding author] [PDF]

Ernst A, Gfeller D, Kan Z, Seshagiri S, Kim PM, Bader GD, Sidhu SS. Coevolution of PDZ domain-ligand interactions analyzed by high-throughput phage display and deep sequencing. Mol Biosyst. 2010 Aug 11

Lam HY*, Kim PM*, Mok J, Tonikian R, Sidhu SS, Turk BE, Snyder M, Gerstein MB. MOTIPS: automated motif analysis for predicting targets of modular protein domains. BMC Bioinformatics 2010 May 11;11:243

Mok J, Kim PM, Lam HYK, Piccirillo S, Zhou X, Jeschke GR, Sheridan DL, Parker SA, Desai V, Jwa M, Cameroni E, Niu H, Good M, Remenyi A, Ma JLN, Sheu YJ, Sassi HE, Sopko R, Chan CSM, De Virgilio C, Hollingsworth NM, Lim WA, Stern DF, Stillman B, Andrews BJ, Gerstein MB, Snyder M, Turk B. Deciphering protein kinase specificity through large-scale analysis of yeast phosphorylation motifs. Sci. Signaling (2010) Feb 16;3(109):ra12

Han SJ, Kim PM. Chaperonin activity modulates codon adaptation. Mol. Syst. Biol. (2010);6:342. Epub 2010 Jan 19

Costanzo M*, Baryshnikova A*, Bellay J, Kim Y, Spear ED, Sevier SD, Ding H, Koh JLY, Toufighi K, Mostafavi S, Prinz J, St. Onge R, Vandersluis B, Alizadeh S, Bahr S, Brost RL, Chen Y, Cokol M, Deshpande R, Li Z, Li ZY, Liang W, Marback M, Paw J, San Luis BJ, Shuteriqi E, Hin A, Tong AHY, van Dyk N, Wallace IM, Whitney JA, Weirauch MT, Zhong G, Zhu H, Houry W, Brudno M, Ragibizadeh S, Papp B, Roth FP, Giaever G, Nislow C, Troyanskaya OG, Bussey H, Bader GD, Gingras AC, Morris QD , Kim PM, Kaiser CK, Myers CM, Andrews B, Boone C. The Genetic Landscape of the Cell. Science (2010) Jan 22;327(5964):425-31


Lam HYK*, Mu XJ*, Tanzer A, Stuetz A, Snyder M, Kim PM, Korbel JO, Gerstein MB. BreakSeq: Mining a breakpoint library rapidly identifies structural variants in personal genomes and reveals biases in their formation. Nature Biotech. (2010) Jan;28(1):47-55. Epub 2009 Dec 27

Tonikian R*, Xin X*, Toret CP*, Gfeller D, Landgraf C, Panni S, Paoluzi S, Castagnoli L, Currell B, Seshagiri S, Yu H, Winsor B, Vidal M, Gerstein MB, Bader GD, Volkmer R#, Cesareni G#, Drubin DG#, Kim PM#, Sidhu SS#,Boone C#. Bayesian modeling of the yeast SH3 domain interactome predicts spatiotemporal dynamics of endocytosis proteins. PLoS Biol. 2009 Oct;7(10):e1000218 [#joint corresponding author]] [PDF]

Yip KY, Kim PM, McDermott D, Gerstein MB. Multi-level Learning: Improving the Prediction of Protein, Domain and Residue Interactions by Allowing Information Flow between Levels. BMC Bioinformatics 2009 Aug 5;10:241 [PDF]

Alexander RP, Kim PM, Emonet T, Gerstein MB. Understanding modularity in molecular networks requires dynamics. Science Signal. 2009 Jul 28;2(81):pe44 [PDF]


Kim PM*, Lam HY*, Urban AE, Korbel JO, Affourtit J, Grubert F, Chen X, Weissman S, Snyder M, Gerstein MB. Analysis of copy number variants and segmental duplications in the human genome: Evidence for a change in the process of formation in recent evolutionary history. Genome Res. 2008 18(12):1865-74 [PDF]

Hasin Y, Olender T, Khen M, Gonzaga-Jauregui C, Kim PM, Urban AE, Snyder M, Gerstein MB, Lancet D, Korbel JO. High-resolution copy-number variation map reflects human olfactory receptor diversity and evolution. PLoS Genetics 2008 4(11):e1000249 [PDF]

Korbel JO*, Kim PM*, Chen X, Urban AE, Weissman S, Snyder M, Gerstein MB. The current excitement about copy-number variation: how it relates to gene duplications and protein families. Curr. Op. Struct. Biol. 18(3):366-74 [*joint first author] [PDF]

Kim PM*, Sboner A*, Xia Y, Gerstein M. The role of disorder in interaction networks: a structural analysis. Nature Mol. Syst. Biol. 2008 4:179 [*joint first author] [PDF]

Yip KY, Patel P, Kim PM, Engelman DM, McDermott D, Gerstein M. An integrated system for studying residue coevolution in proteins. Bioinformatics 2008 24: 290-292 [PDF]


Kim PM*, Korbel JO*, Gerstein MB. Positive selection at the protein network periphery: evaluation in terms of structural constraints and cellular context. PNAS 2007 104:20274-9 [*joint first author] [PDF] [Supplement Website]

Korbel JO, Urban AE, Affourtit JP, Godwin B, Grubert F, Simons JF, Kim PM, Palejev D, Carriero NJ, Du L, Taillon BE, Chen Z, Tanzer A, Saunders AC, Chi J, Yang F, Carter NP, Hurles ME, Weissman SM, Harkins TT, Gerstein MB, Egholm M, Snyder M. Paired-end mapping reveals extensive structural variation in the human genome. Science 2007 318: 420-6 [PDF]

Lu LJ, Sboner A, Huang YJ, Lu HX, Gianoulis TA, Yip KY, Kim PM, Montelione GT, Gerstein MB. Comparing classical pathways and modern networks: towards the development of an edge ontology. Trends in Biochemical Science 2007 32(7):320-31 [PDF]

Yu H*, Kim PM*, Sprecher E, Trifonov V, Gerstein M. The importance of bottlenecks in protein networks: correlation with gene essentiality and expression dynamics. PLoS Comp. Biol. 2007 3(4):e59 [*joint first author] [PDF]


Kim PM, Lu LJ, Xia Y, Gerstein MB. Relating three-dimensional structures to protein networks provides evolutionary insights. Science 2006 314: 1938-41. [PDF] [Supplement Website]

Yip KY, Yu H, Kim PM, Schultz M, Gerstein M. The tYNA platform for comparative interactomics: a web tool for managing, comparing and mining multiple networks. Bioinformatics 2006 22: 2968-70 [PDF] [Webserver]

pre 2006

Kim PM (2003) “Understanding Subsystems in Biology through Dimensionality Reduction, Graph Partitioning and Analytical Modeling”, Ph.D. Thesis, Massachusetts Institute of Technology

Kim PM, Tidor B. Limitations of Quantitative Gene Regulation Models: A Case Study. Genome Res 2003 13: 2391-2395 [PDF]

Kim PM, Tidor B. Subsystem Identification through Dimensionality Reduction of Large-scale Gene Expression Data. Genome Res 2003 13:1706-1718 [PDF]