Natasa Przulj - Publications

Affiliations: 
Information and Computer Science - Ph.D. University of California, Irvine, Irvine, CA 
Area:
Computer Science, Bioinformatics Biology

62 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Maier A, Hartung M, Abovsky M, Adamowicz K, Bader GD, Baier S, Blumenthal DB, Chen J, Elkjaer ML, Garcia-Hernandez C, Hoffmann M, Jurisica I, Kotlyar M, Lazareva O, Levi H, et al. Drugst.One -- A plug-and-play solution for online systems medicine and network-based drug repurposing. Arxiv. PMID 37332567  0.387
2023 Doria-Belenguer S, Xenos A, Ceddia G, Malod-Dognin N, Pržulj N. A functional analysis of omic network embedding spaces reveals key altered functions in cancer. Bioinformatics (Oxford, England). PMID 37084262 DOI: 10.1093/bioinformatics/btad281  0.456
2022 Windels SFL, Malod-Dognin N, Pržulj N. Graphlet eigencentralities capture novel central roles of genes in pathways. Plos One. 17: e0261676. PMID 35077468 DOI: 10.1371/journal.pone.0261676  0.481
2020 Doria-Belenguer S, Youssef MK, Böttcher R, Malod-Dognin N, Pržulj N. Probabilistic graphlets capture biological function in probabilistic molecular networks. Bioinformatics (Oxford, England). 36: i804-i812. PMID 33381834 DOI: 10.1093/bioinformatics/btaa812  0.699
2020 Malod-Dognin N, Pancaldi V, Valencia A, Pržulj N. Chromatin network markers of leukemia. Bioinformatics (Oxford, England). 36: i455-i463. PMID 32657405 DOI: 10.1093/Bioinformatics/Btaa445  0.34
2019 Windels SFL, Malod-Dognin N, Pržulj N. Graphlet Laplacians for topology-function and topology-disease relationships. Bioinformatics (Oxford, England). PMID 31192358 DOI: 10.1093/bioinformatics/btz455  0.585
2019 Malod-Dognin N, Pržulj N. Functional geometry of protein interactomes. Bioinformatics (Oxford, England). PMID 30821317 DOI: 10.1093/bioinformatics/btz146  0.596
2019 Malod-Dognin N, Petschnigg J, Windels SFL, Povh J, Hemmingway H, Ketteler R, Pržulj N. Towards a data-integrated cell. Nature Communications. 10: 805. PMID 30778056 DOI: 10.1038/s41467-019-08797-8  0.313
2018 Gaudelet T, Malod-Dognin N, Pržulj N. Higher-order molecular organization as a source of biological function. Bioinformatics (Oxford, England). 34: i944-i953. PMID 30423061 DOI: 10.1093/bioinformatics/bty570  0.589
2017 Malod-Dognin N, Ban K, Pržulj N. Unified Alignment of Protein-Protein Interaction Networks. Scientific Reports. 7: 953. PMID 28424527 DOI: 10.1038/s41598-017-01085-9  0.743
2017 Yaveroğlu ÖN, Malod-Dognin N, Milenković T, Pržulj N. Rebuttal to the Letter to the Editor in response to the paper: proper evaluation of alignment-free network comparison methods. Bioinformatics (Oxford, England). PMID 28073757 DOI: 10.1093/Bioinformatics/Btw388  0.75
2016 Sarajlić A, Malod-Dognin N, Yaveroğlu ÖN, Pržulj N. Graphlet-based Characterization of Directed Networks. Scientific Reports. 6: 35098. PMID 27734973 DOI: 10.1038/srep35098  0.686
2016 Costanzo M, VanderSluis B, Koch EN, Baryshnikova A, Pons C, Tan G, Wang W, Usaj M, Hanchard J, Lee SD, Pelechano V, Styles EB, Billmann M, van Leeuwen J, van Dyk N, ... ... Przulj N, et al. A global genetic interaction network maps a wiring diagram of cellular function. Science (New York, N.Y.). 353. PMID 27708008 DOI: 10.1126/Science.Aaf1420  0.437
2016 Pržulj N, Malod-Dognin N. NETWORK ANALYSIS. Network analytics in the age of big data. Science (New York, N.Y.). 353: 123-4. PMID 27387938 DOI: 10.1126/science.aah3449  0.632
2016 Przulj N. Patient-specific network data fusion for stratification, biomarker discovery and personalized treatment F1000research. 5. DOI: 10.7490/F1000Research.1112641.1  0.544
2015 Gligorijević V, Malod-Dognin N, Pržulj N. Fuse: multiple network alignment via data fusion. Bioinformatics (Oxford, England). PMID 26668003 DOI: 10.1093/bioinformatics/btv731  0.612
2015 Yaveroğlu ÖN, Milenković T, Pržulj N. Proper evaluation of alignment-free network comparison methods. Bioinformatics (Oxford, England). 31: 2697-704. PMID 25810431 DOI: 10.1093/Bioinformatics/Btv170  0.814
2015 Malod-Dognin N, Pržulj N. L-GRAAL: Lagrangian graphlet-based network aligner. Bioinformatics (Oxford, England). 31: 2182-9. PMID 25725498 DOI: 10.1093/bioinformatics/btv130  0.515
2015 Davis D, Yaveroğlu ÖN, Malod-Dognin N, Stojmirovic A, Pržulj N. Topology-function conservation in protein-protein interaction networks. Bioinformatics (Oxford, England). 31: 1632-9. PMID 25609797 DOI: 10.1093/Bioinformatics/Btv026  0.476
2015 Yaveroğlu ÖN, Fitzhugh SM, Kurant M, Markopoulou A, Butts CT, Pržulj N. Ergm.graphlets: A Package for ERG Modeling Based on Graphlet Statistics Journal of Statistical Software. 65: 1-29. DOI: 10.18637/Jss.V065.I12  0.432
2014 Gligorijević V, Janjić V, Pržulj N. Integration of molecular network data reconstructs Gene Ontology. Bioinformatics (Oxford, England). 30: i594-600. PMID 25161252 DOI: 10.1093/bioinformatics/btu470  0.483
2014 Sarajlić A, Gligorijević V, Radak D, Pržulj N. Network wiring of pleiotropic kinases yields insight into protective role of diabetes on aneurysm. Integrative Biology : Quantitative Biosciences From Nano to Macro. 6: 1049-57. PMID 25098752 DOI: 10.1039/c4ib00125g  0.343
2014 Sarajlić A, Pržulj N. Survey of network-based approaches to research of cardiovascular diseases. Biomed Research International. 2014: 527029. PMID 24772427 DOI: 10.1155/2014/527029  0.445
2014 Cvijovic M, Almquist J, Hagmar J, Hohmann S, Kaltenbach HM, Klipp E, Krantz M, Mendes P, Nelander S, Nielsen J, Pagnani A, Przulj N, Raue A, Stelling J, Stoma S, et al. Bridging the gaps in systems biology. Molecular Genetics and Genomics : Mgg. 289: 727-34. PMID 24728588 DOI: 10.1007/S00438-014-0843-3  0.373
2014 Yaveroğlu ÖN, Malod-Dognin N, Davis D, Levnajic Z, Janjic V, Karapandza R, Stojmirovic A, Pržulj N. Revealing the hidden language of complex networks. Scientific Reports. 4: 4547. PMID 24686408 DOI: 10.1038/Srep04547  0.692
2013 Sarajlić A, Janjić V, Stojković N, Radak D, Pržulj N. Network topology reveals key cardiovascular disease genes. Plos One. 8: e71537. PMID 23977067 DOI: 10.1371/journal.pone.0071537  0.517
2013 Hayes W, Sun K, Pržulj N. Graphlet-based measures are suitable for biological network comparison. Bioinformatics (Oxford, England). 29: 483-91. PMID 23349212 DOI: 10.1093/Bioinformatics/Bts729  0.717
2012 Janjić V, Pržulj N. Biological function through network topology: a survey of the human diseasome. Briefings in Functional Genomics. 11: 522-32. PMID 22962330 DOI: 10.1093/bfgp/els037  0.624
2012 Memišević V, Pržulj N. C-GRAAL: common-neighbors-based global GRAph ALignment of biological networks. Integrative Biology : Quantitative Biosciences From Nano to Macro. 4: 734-43. PMID 22234340 DOI: 10.1039/C2Ib00140C  0.884
2012 King AD, Pržulj N, Jurisica I. Protein complex prediction with RNSC. Methods in Molecular Biology (Clifton, N.J.). 804: 297-312. PMID 22144160 DOI: 10.1007/978-1-61779-361-5_16  0.563
2011 Milenković T, Memišević V, Bonato A, Pržulj N. Dominating biological networks. Plos One. 6: e23016. PMID 21887225 DOI: 10.1371/Journal.Pone.0023016  0.881
2011 Kuchaiev O, Przulj N. Integrative network alignment reveals large regions of global network similarity in yeast and human. Bioinformatics (Oxford, England). 27: 1390-6. PMID 21414992 DOI: 10.1093/Bioinformatics/Btr127  0.879
2011 Kuchaiev O, Stevanovi? A, Hayes W, Pržulj N. GraphCrunch 2: Software tool for network modeling, alignment and clustering. Bmc Bioinformatics. 12: 24. PMID 21244715 DOI: 10.1186/1471-2105-12-24  0.881
2011 Pržulj N. Protein-protein interactions: making sense of networks via graph-theoretic modeling. Bioessays : News and Reviews in Molecular, Cellular and Developmental Biology. 33: 115-23. PMID 21188720 DOI: 10.1002/bies.201000044  0.52
2011 Przulj N. Introduction to the special issue on biological networks Internet Mathematics. 7: 207-208. DOI: 10.1080/15427951.2011.621769  0.722
2010 Milenkovi? T, Ng WL, Hayes W, Przulj N. Optimal network alignment with graphlet degree vectors. Cancer Informatics. 9: 121-37. PMID 20628593 DOI: 10.4137/Cin.S4744  0.756
2010 Ho H, Milenković T, Memisević V, Aruri J, Przulj N, Ganesan AK. Protein interaction network topology uncovers melanogenesis regulatory network components within functional genomics datasets. Bmc Systems Biology. 4: 84. PMID 20550706 DOI: 10.1186/1752-0509-4-84  0.801
2010 Memisevic V, Milenkovic T, Przulj N. An integrative approach to modeling biological networks. Journal of Integrative Bioinformatics. 7. PMID 20375453 DOI: 10.2390/Biecoll-Jib-2010-120  0.872
2010 Memisevic V, Milenkovic T, Przulj N. Complementarity of network and sequence information in homologous proteins. Journal of Integrative Bioinformatics. 7. PMID 20375452 DOI: 10.2390/Biecoll-Jib-2010-135  0.842
2010 Kuchaiev O, Milenkovic T, Memisevic V, Hayes W, Przulj N. Topological network alignment uncovers biological function and phylogeny. Journal of the Royal Society, Interface / the Royal Society. 7: 1341-54. PMID 20236959 DOI: 10.1098/Rsif.2010.0063  0.836
2010 Kaake RM, Milenković T, Przulj N, Kaiser P, Huang L. Characterization of cell cycle specific protein interaction networks of the yeast 26S proteasome complex by the QTAX strategy. Journal of Proteome Research. 9: 2016-29. PMID 20170199 DOI: 10.1021/Pr1000175  0.626
2010 Przulj N, Kuchaiev O, Stevanovi? A, Hayes W. Geometric evolutionary dynamics of protein interaction networks. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 178-89. PMID 19908370  0.882
2010 Milenkovic T, Memisevic V, Ganesan AK, Przulj N. Systems-level cancer gene identification from protein interaction network topology applied to melanogenesis-related functional genomics data. Journal of the Royal Society, Interface / the Royal Society. 7: 423-37. PMID 19625303 DOI: 10.1098/Rsif.2009.0192  0.857
2010 Kuchaiev O, Przulj N. Global Network Alignment Nature Precedings. DOI: 10.1038/Npre.2010.4505.1  0.878
2009 Kuchaiev O, Wang PT, Nenadic Z, Przulj N. Structure of brain functional networks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 4166-70. PMID 19964621 DOI: 10.1109/IEMBS.2009.5333938  0.844
2009 Kuchaiev O, Rasajski M, Higham DJ, Przulj N. Geometric de-noising of protein-protein interaction networks. Plos Computational Biology. 5: e1000454. PMID 19662157 DOI: 10.1371/Journal.Pcbi.1000454  0.856
2009 Milenkovi? T, Filippis I, Lappe M, Przulj N. Optimized null model for protein structure networks. Plos One. 4: e5967. PMID 19557139 DOI: 10.1371/Journal.Pone.0005967  0.616
2009 Kuchaiev O, Przulj N. Learning the structure of protein-protein interaction networks. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 39-50. PMID 19209694  0.881
2009 Kuchaiev O, Milenkovic T, Memisevic V, Hayes W, Przulj N. Topological network alignment uncovers biological function and phylogeny Nature Precedings. DOI: 10.1038/Npre.2009.4089.1  0.821
2008 Milenković T, Przulj N. Uncovering biological network function via graphlet degree signatures. Cancer Informatics. 6: 257-73. PMID 19259413  0.758
2008 Guerrero C, Milenkovic T, Przulj N, Kaiser P, Huang L. Characterization of the proteasome interaction network using a QTAX-based tag-team strategy and protein interaction network analysis. Proceedings of the National Academy of Sciences of the United States of America. 105: 13333-8. PMID 18757749 DOI: 10.1073/Pnas.0801870105  0.812
2008 Higham DJ, Rasajski M, Przulj N. Fitting a geometric graph to a protein-protein interaction network. Bioinformatics (Oxford, England). 24: 1093-9. PMID 18344248 DOI: 10.1093/bioinformatics/btn079  0.599
2008 Milenković T, Lai J, Przulj N. GraphCrunch: a tool for large network analyses. Bmc Bioinformatics. 9: 70. PMID 18230190 DOI: 10.1186/1471-2105-9-70  0.845
2007 Hormozdiari F, Berenbrink P, Przulj N, Sahinalp SC. Not all scale-free networks are born equal: the role of the seed graph in PPI network evolution. Plos Computational Biology. 3: e118. PMID 17616981 DOI: 10.1371/journal.pcbi.0030118  0.645
2007 Przulj N. Biological network comparison using graphlet degree distribution. Bioinformatics (Oxford, England). 23: e177-83. PMID 17237089 DOI: 10.1093/bioinformatics/btl301  0.599
2007 Hormozdiari F, Berenbrink P, Pržulj N, Sahinalp C. Not all scale free networks are born equal: The role of the seed graph in PPI network emulation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4532: 1-13.  0.6
2006 Przulj N, Higham DJ. Modelling protein-protein interaction networks via a stickiness index. Journal of the Royal Society, Interface / the Royal Society. 3: 711-6. PMID 16971339 DOI: 10.1098/rsif.2006.0147  0.503
2006 Przulj N, Corneil DG, Jurisica I. Efficient estimation of graphlet frequency distributions in protein-protein interaction networks. Bioinformatics (Oxford, England). 22: 974-80. PMID 16452112 DOI: 10.1093/Bioinformatics/Btl030  0.693
2005 Barrios-Rodiles M, Brown KR, Ozdamar B, Bose R, Liu Z, Donovan RS, Shinjo F, Liu Y, Dembowy J, Taylor IW, Luga V, Przulj N, Robinson M, Suzuki H, Hayashizaki Y, et al. High-throughput mapping of a dynamic signaling network in mammalian cells. Science (New York, N.Y.). 307: 1621-5. PMID 15761153 DOI: 10.1126/Science.1105776  0.469
2004 Przulj N, Corneil DG, Jurisica I. Modeling interactome: scale-free or geometric? Bioinformatics (Oxford, England). 20: 3508-15. PMID 15284103 DOI: 10.1093/Bioinformatics/Bth436  0.393
2004 King AD, Pržulj N, Jurisica I. Protein complex prediction via cost-based clustering Bioinformatics. 20: 3013-3020. PMID 15180928 DOI: 10.1093/Bioinformatics/Bth351  0.456
2004 Pržulj N, Wigle DA, Jurisica I. Functional topology in a network of protein interactions Bioinformatics. 20: 340-348. PMID 14960460 DOI: 10.1093/Bioinformatics/Btg415  0.664
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