for Integrative Genomics Lewis-Sigler Institute

Off screen link: Skip to content Off screen link: Skip to search
Princeton University
Home
for Integrative Genomics
Lewis-Sigler Institute

Main Menu

  • Research
    Research
    • Research Overview
    • Research Areas
      • Biophysics: Theory and Experiment
      • Computational Genomics
      • Evolutionary and Population Genomics
      • Experimental Genomics
      • Statistical Genomics
      • Systems Biology: Development/Aging
      • Systems Biology: Metabolomics/Proteomics
    • Faculty Research Labs
    • Research Facilities & Resources
      • Genomics Computing Resources
      • LSI Media Facility
      • Genomics Core Facility
        • Instructions
        • RNA-Seq
        • Microarray
        • Contacts
    • Research Centers
      • Center for Quantitative Biology
      • Glenn Laboratories For Aging Research
    • Faculty Publications
  • People
    People
    • Faculty
    • Associated Faculty
    • Faculty Emeriti
    • Lewis-Sigler Scholars
    • Graduate Students
    • Staff
  • Education
    Education
    • Education Overview
    • Quantitative & Computational Biology Graduate Program
      • Ph.D. Program Requirements
      • How to Apply
      • Financial Support
      • Faculty & Research
      • Graduate Students
      • Student Committees
      • Peer Mentoring Program
    • Graduate Program in Biophysics
      • Program Requirements
      • Faculty and Research
      • Graduate Students
    • Undergraduate Certificate in Quantitative & Computational Biology
      • Certificate Requirements
      • Application
      • Program Committee
      • Frequently Asked Questions
    • Integrated Science Curriculum
      • Course details
      • Paths from ISC
      • Student perspectives
      • Instructor perspectives
      • ISC Revitalization
    • NIH NHGRI Training Program
    • QCB Scholars Program
  • Seminars & Events
  • News
  • Diversity & Inclusion
  • About
    About
    • Founding Donors
    • History
    • Opportunities
  • Contact Us
  • Visitor Information

Search

  1. Home
  2. Research
  3. Faculty Publications

Cluster Analysis

Section Menu

  • Research Overview
  • Research Areas
  • Faculty Research Labs
  • Research Facilities & Resources
  • Research Centers
  • Faculty Publications
  • Rowe, Kevin C, Sonal Singhal, Matthew D Macmanes, Julien Ayroles, Toni Lyn Morelli, Emily M Rubidge, Ke Bi, and Craig C Moritz. (2011) 2011. “Museum Genomics: Low-Cost and High-Accuracy Genetic Data from Historical Specimens.”. Mol Ecol Resour 11 (6): 1082-92.
    Reference Link
  • Brauer, Matthew J, Curtis Huttenhower, Edoardo M Airoldi, Rachel Rosenstein, John C Matese, David Gresham, Viktor M Boer, Olga G Troyanskaya, and David Botstein. (2008) 2008. “Coordination of Growth Rate, Cell Cycle, Stress Response, and Metabolic Activity in Yeast.”. Mol Biol Cell 19 (1): 352-67.
    Reference Link
  • Stone, Eric A, and Julien Ayroles. (2009) 2009. “Modulated Modularity Clustering As an Exploratory Tool for Functional Genomic Inference.”. PLoS Genet 5 (5): e1000479.
    Reference Link
  • Slavov, Nikolai, Edoardo M Airoldi, Alexander van Oudenaarden, and David Botstein. (2012) 2012. “A Conserved Cell Growth Cycle Can Account for the Environmental Stress Responses of Divergent Eukaryotes.”. Mol Biol Cell 23 (10): 1986-97.
    Reference Link
  • Troyanskaya, O, M Cantor, G Sherlock, P Brown, T Hastie, R Tibshirani, D Botstein, and Russ B Altman. (2001) 2001. “Missing Value Estimation Methods for DNA Microarrays.”. Bioinformatics 17 (6): 520-5.
    Reference Link
  • Brauer, Matthew J, Jie Yuan, Bryson D Bennett, Wenyun Lu, Elizabeth Kimball, David Botstein, and Joshua D Rabinowitz. (2006) 2006. “Conservation of the Metabolomic Response to Starvation across Two Divergent Microbes.”. Proc Natl Acad Sci U S A 103 (51): 19302-7.
    Reference Link
  • Markowetz, Florian, Klaas W Mulder, Edoardo M Airoldi, Ihor R Lemischka, and Olga G Troyanskaya. 2010. “Mapping Dynamic Histone Acetylation Patterns to Gene Expression in Nanog-Depleted Murine Embryonic Stem Cells.”. PLoS Comput Biol 6 (12): e1001034.
    Reference Link
  • Cande, Jessica Doran, Yury Goltsev, and Michael S Levine. (2009) 2009. “Conservation of Enhancer Location in Divergent Insects.”. Proc Natl Acad Sci U S A 106 (34): 14414-9.
    Reference Link
  • Slonim, Noam, Gurinder Singh Atwal, Gašper Tkačik, and William Bialek. (2005) 2005. “Information-Based Clustering.”. Proc Natl Acad Sci U S A 102 (51): 18297-302.
    Reference Link
  • DiMaggio, Peter A, Scott R McAllister, Christodoulos A Floudas, Xiao-Jiang Feng, Joshua D Rabinowitz, and Herschel A Rabitz. 2008. “Biclustering via Optimal Re-Ordering of Data Matrices in Systems Biology: Rigorous Methods and Comparative Studies.”. BMC Bioinformatics 9: 458.
    Reference Link
  • Kocher, Sarah D, Julien Ayroles, Eric A Stone, and Christina M Grozinger. 2010. “Individual Variation in Pheromone Response Correlates With Reproductive Traits and Brain Gene Expression in Worker Honey Bees.”. PLoS One 5 (2): e9116.
    Reference Link
  • Morozova, Tatiana, V, Julien Ayroles, Katherine W Jordan, Laura Duncan, Mary Anna Carbone, Richard F Lyman, Eric A Stone, et al. (2009) 2009. “Alcohol Sensitivity in Drosophila: Translational Potential of Systems Genetics.”. Genetics 183 (2): 733-45, 1SI.
    Reference Link
  • Klosinska, Maja M, Christopher A Crutchfield, Patrick H Bradley, Joshua D Rabinowitz, and James R Broach. (2011) 2011. “Yeast Cells Can Access Distinct Quiescent States.”. Genes Dev 25 (4): 336-49.
    Reference Link
  • Song, Jimin, and Mona Singh. (2009) 2009. “How and When Should Interactome-Derived Clusters Be Used to Predict Functional Modules and Protein Function?”. Bioinformatics 25 (23): 3143-50.
    Reference Link
  • Nguyen, Jeffrey P, Ashley N Linder, George S Plummer, Joshua W Shaevitz, and Andrew M Leifer. (2017) 2017. “Automatically Tracking Neurons in a Moving and Deforming Brain.”. PLoS Comput Biol 13 (5): e1005517. doi:10.1371/journal.pcbi.1005517.
    Reference Link
  • Hibbs, Matthew A, Nathaniel C Dirksen, Kai Li, and Olga G Troyanskaya. 2005. “Visualization Methods for Statistical Analysis of Microarray Clusters.”. BMC Bioinformatics 6: 115.
    Reference Link
  • Boer, Viktor M, Christopher A Crutchfield, Patrick H Bradley, David Botstein, and Joshua D Rabinowitz. (2010) 2010. “Growth-Limiting Intracellular Metabolites in Yeast Growing under Diverse Nutrient Limitations.”. Mol Biol Cell 21 (1): 198-211.
    Reference Link
  • Rangan, Aaditya, V, Caroline C McGrouther, John Kelsoe, Nicholas Schork, Eli Stahl, Qian Zhu, Arjun Krishnan, et al. (2018) 2018. “A Loop-Counting Method for Covariate-Corrected Low-Rank Biclustering of Gene-Expression and Genome-Wide Association Study Data.”. PLoS Comput Biol 14 (5): e1006105. doi:10.1371/journal.pcbi.1006105.
    Reference Link
  • Nielsen, Torsten O, Forrest D Hsu, John X O’Connell, Blake Gilks, Poul H B Sorensen, Sabine Linn, Robert B West, et al. (2003) 2003. “Tissue Microarray Validation of Epidermal Growth Factor Receptor and SALL2 in Synovial Sarcoma With Comparison to Tumors of Similar Histology.”. Am J Pathol 163 (4): 1449-56.
    Reference Link
  • Brown, James A, Gavin Sherlock, Chad L Myers, Nicola M Burrows, Changchun Deng, Irene Wu, Kelly E McCann, Olga G Troyanskaya, and Martin Brown. 2006. “Global Analysis of Gene Function in Yeast by Quantitative Phenotypic Profiling.”. Mol Syst Biol 2: 2006.0001.
    Reference Link
  • Jiang, Peng, and Mona Singh. (2010) 2010. “SPICi: A Fast Clustering Algorithm for Large Biological Networks.”. Bioinformatics 26 (8): 1105-11.
    Reference Link
  • Guan, Yuanfang, Chad L Myers, Rong Lu, Ihor R Lemischka, Carol J Bult, and Olga G Troyanskaya. 2008. “A Genomewide Functional Network for the Laboratory Mouse.”. PLoS Comput Biol 4 (9): e1000165.
    Reference Link
  • Lu, Charles, Matthew J Brauer, and David Botstein. (2009) 2009. “Slow Growth Induces Heat-Shock Resistance in Normal and Respiratory-Deficient Yeast.”. Mol Biol Cell 20 (3): 891-903.
    Reference Link
  • Diehn, Maximilian, Ramona Bhattacharya, David Botstein, and Patrick O Brown. (2006) 2006. “Genome-Scale Identification of Membrane-Associated Human MRNAs.”. PLoS Genet 2 (1): e11.
    Reference Link
  • Park, Christopher Y, David C Hess, Curtis Huttenhower, and Olga G Troyanskaya. 2010. “Simultaneous Genome-Wide Inference of Physical, Genetic, Regulatory, and Functional Pathway Components.”. PLoS Comput Biol 6 (11): e1001009.
    Reference Link
  • Murphy, Coleen T, Steven A McCarroll, Cornelia I Bargmann, Andrew Fraser, Ravi S Kamath, Julie Ahringer, Hao Li, and Cynthia Kenyon. (2003) 2003. “Genes That Act Downstream of DAF-16 to Influence the Lifespan of Caenorhabditis Elegans.”. Nature 424 (6946): 277-83.
    Reference Link
  • Pritykin, Yuri, and Mona Singh. 2013. “Simple Topological Features Reflect Dynamics and Modularity in Protein Interaction Networks.”. PLoS Comput Biol 9 (10): e1003243.
    Reference Link
  • Guan, Yuanfang, Cheryl L Ackert-Bicknell, Braden Kell, Olga G Troyanskaya, and Matthew A Hibbs. 2010. “Functional Genomics Complements Quantitative Genetics in Identifying Disease-Gene Associations.”. PLoS Comput Biol 6 (11): e1000991.
    Reference Link
  • Skoge, Monica L, Robert G Endres, and Ned S Wingreen. (2006) 2006. “Receptor-Receptor Coupling in Bacterial Chemotaxis: Evidence for Strongly Coupled Clusters.”. Biophys J 90 (12): 4317-26.
    Reference Link
  • Wyart, Matthieu, David Botstein, and Ned S Wingreen. 2010. “Evaluating Gene Expression Dynamics Using Pairwise RNA FISH Data.”. PLoS Comput Biol 6 (11): e1000979.
    Reference Link
  • Gibney, Patrick A, Mark J Hickman, Patrick H Bradley, John C Matese, and David Botstein. (2013) 2013. “Phylogenetic Portrait of the Saccharomyces Cerevisiae Functional Genome.”. G3 (Bethesda) 3 (8): 1335-40.
    Reference Link
  • Shyamsundar, Radha, Young H Kim, John P Higgins, Kelli Montgomery, Michelle Jorden, Anand Sethuraman, Matt van de Rijn, David Botstein, Patrick O Brown, and Jonathan R Pollack. 2005. “A DNA Microarray Survey of Gene Expression in Normal Human Tissues.”. Genome Biol 6 (3): R22.
    Reference Link
  • Huttenhower, Curtis, Avi I Flamholz, Jessica N Landis, Sauhard Sahi, Chad L Myers, Kellen L Olszewski, Matthew A Hibbs, Nathan O Siemers, Olga G Troyanskaya, and Hilary A Coller. 2007. “Nearest Neighbor Networks: Clustering Expression Data Based on Gene Neighborhoods.”. BMC Bioinformatics 8: 250.
    Reference Link
  • Huttenhower, Curtis, Tsheko Mutungu, Natasha Indik, Woongcheol Yang, Mark Schroeder, Joshua J Forman, Olga G Troyanskaya, and Hilary A Coller. (2009) 2009. “Detailing Regulatory Networks through Large Scale Data Integration.”. Bioinformatics 25 (24): 3267-74.
    Reference Link

Footer

Lewis-Sigler Institute for Integrative Genomics
South Drive, Carl Icahn Laboratory
Princeton University
Princeton, NJ 08544 USA

General Information:  [email protected]

  • Diversity & Non-Discrimination
  • Accessibility Help

© 2025 The Trustees of Princeton University

Princeton University