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    Biological Transport and Networks Integrating computation, theory and experimental data to decipher the inner workings of living processes.

    Biomolecular Design Using exotic building blocks to design novel heteropolymers that fold into well-defined 3D structures.

    Biophysical Modeling Modeling and simulating the complex systems that arise in biology and soft condensed matter physics.

    CCBScope Observatory The Flatiron Institute's in-house, state-of-the-art imaging facility for live-cell confocal microscopy.

    CCBx Uniting theorists and experimentalists to develop and test theories of biological systems.

    COMPASS Connecting researchers working on molecular sampling, simulation and design.

    Developmental Dynamics Combining experiment, theory and computing to elucidate the inner workings of embryonic development.

    Genomics Working to unravel the complexity of the genome, its regulation and its phenotypic consequences.

    Statistical Biophysics Developing a nonequilibrium physics of living systems and learning machines.

    Structural and Molecular Biophysics Developing novel mathematical approaches to decipher the molecular mechanisms involved in key biological processes.

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Flatiron Institute Computational Biology

Computational Biology: Publications

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  1. Modeling and Design of Peptidomimetics to Modulate Protein–Protein Interactions

    Modeling Peptide-Protein Interactions: Methods and Protocols, February 25, 2017

    A Watkins, R. Bonneau, and P Arora

  2. Computing structure-based lipid accessibility of membrane proteins with mp_lipid_acc in RosettaMP

    BMC bioinformatics, February 8, 2017

    J. Koehler Leman, S Lyskov, and R. Bonneau

  3. Critical role of IRF1 and BATF in forming chromatin landscape during type 1 regulatory cell differentiation

    Nature Immunology, February 6, 2017

    K Karwacz, E. Miraldi, M Pokrovskii, A Madi, N Yosef, I Wortman, et al.

  4. Disrupting Hepatocyte Cyp51 from Cholesterol Synthesis Leads to Progressive Liver Injury in the Developing Mouse and Decreases RORC Signalling

    Scientific reports, January 18, 2017

    Z Urlep, G Lorbek, M Perse, J Jeruc, P Juvan, M Matz-Soja, et al.

  5. Explicit Modeling of RNA Stability Improves Large-Scale Inference of Transcription Regulation

    Cold Spring Harbor Labs Journals, January 1, 2017

    K Tchourine, C Vogel, and R. Bonneau

  6. An Adaptive Geometric Search Algorithm for Macromolecular Scaffold Selection

    Cold Spring Harbor Labs Journals, January 1, 2017

    T Jiang, D. Renfrew, K Drew, N Youngs, G Butterfoss, D Shasha, et al.

  7. c-Maf-dependent regulatory T cells mediate immunological tolerance to intestinal microbiota

    Cold Spring Harbor Labs Journals, January 1, 2017

    M Xu, M Pokrovskii, Y Ding, R Yi, C Au, C Galan, et al.

  8. Fused regression for multi-source gene regulatory network inference

    PLoS computational biology, December 6, 2016

    K Lam, Z Westrick, C. Müller, L Christiaen, and R. Bonneau

  9. Rotamer libraries for the high-resolution design of beta-amino acid foldamers

    bioRxiv, November 8, 2016

    A Watkins, D. Renfrew, T Craven, P Arora, and R. Bonneau

  10. Accurate de novo design of hyperstable constrained peptides

    Nature, October 20, 2016

    G Bhardwaj, V Mulligan, C Bahl, J Gilmore, P Harvey, O Cheneval, et al.

  11. EGRINs (Environmental Gene Regulatory Influence Networks) in rice that function in the response to water deficit, high temperature, and agricultural environments

    The Plant Cell Online, September 17, 2016

    O Wilkins, C Hafemeister, A Plessis, M Holloway-Phillips, G Pham, A Nicotra, et al.

  12. An expanded evaluation of protein function prediction methods shows an improvement in accuracy

    Genome Biology, September 7, 2016

    Y Jiang, et al.

  13. PPII Helical Peptidomimetics Templated by Cation–π Interactions

    ChemBioChem, August 19, 2016

    T Craven, R. Bonneau, and K Kirshenbaum

  14. Side-Chain Conformational Preferences Govern Protein–Protein Interactions

    Journal of the American Chemical Society, August 2, 2016

    A Watkins, R. Bonneau, and P Arora

  15. Integrative neuromechanics of crawling in D. melanogaster larvae

    eLife, July 25, 2016

    C. Pehlevan, P. Paoletti, and L. Mahadevan

  16. Racemization barriers of atropisomeric 3,3′-bipyrroles: an experimental study with theoretical verification

    RSC Advances, July 21, 2016

    S. Chatterjee, G.L. Butterfoss, M. Mandal, B. Paul, S. Gupta, R. Bonneau, et al.

  17. A damage-independent role for 53BP1 that impacts break order and Igh architecture during class switch recombination

    Cell Reports, June 28, 2016

    P Rocha, R Raviram, Y Fu, J Kim, V Luo, A Aljoufi, et al.

  18. DDX5 and its associated lncRNA Rmrp modulate Th17 cell effector functions

    Nature, June 16, 2016

    W. Huang, B. Thomas, R.A. Flynn, S.J. Gavzy, L. Wu, S.V. Kim, et al.

  19. Active and inactive enhancers cooperate to exert localized and long-range control of gene regulation

    Cell Reports, June 7, 2016

    C Proudhon, V Snetkova, R Raviram, C Lobry, S Badri, T Jiang, et al.

  20. Generalized Stability Approach for Regularized Graphical Models

    arXiv preprint arXiv:1605.07072, May 23, 2016

    C. Müller, R. Bonneau, and Z Kurtz

  21. Helminth infection promotes colonization resistance via type 2 immunity

    Science, April 29, 2016

    D Ramanan, R Bowcutt, S Lee, M Tang, Z Kurtz, Y Ding, et al.

  22. Neocortex: a lean mean storage machine

    Nature Neuroscience, April 26, 2016

    B.E.P Mizusaki, A. Stepanyants, D. Chklovskii, and P.J. Sjöström

  23. Derivation of Neural Circuits from the Similarity Matching Principle

    APS March Meeting 2016, 2016

    C. Pehlevan and D. Chklovskii

  24. Big Data, Social Media, and Protest

    Computational Social Science, March 10, 2016

    J Tucker, J Nagler, M MacDuffee, P Metzger, D Penfold-Brown, and R. Bonneau

  25. Mediator facilitates transcriptional activation and dynamic long-range contacts at the IgH locus during class switch recombination

    Journal of Experimental Medicine, March 7, 2016

    A Thomas-Claudpierre, I Robert, P Rocha, R Raviram, E Schiavo, V Heyer, et al.

  26. Do retinal ganglion cells project natural scenes to their principal subspace and whiten them?

    2016 50th Asilomar Conference on Signals, Systems and Computers, March 6, 2016

    R. Abbasi-Asl, C. Pehlevan, B. Yu, and D. Chklovskii

  27. Self-calibrating neural networks for dimensionality reduction

    2016 50th Asilomar Conference on Signals, Systems and Computers, March 6, 2016

    Y. Chen, C. Pehlevan, and D. Chklovskii

  28. Environmental gene regulatory influence networks in rice (Oryza sativa): response to water deficit, high temperature and agricultural environments

    bioRxiv, March 3, 2016

    O. Wilkins, C. Hafemiester, A. Plessis, M.-M. Holloway-Phillips, G. Pham, A.B. Nicotra, et al.

  29. 4C-ker: a method to reproducibly identify genome-wide interactions captured by 4C-Seq experiments

    PLoS Computational Biology, March 3, 2016

    R Raviram, P Rocha, C. Müller, E. Miraldi, S Badri, Y Fu, et al.

  30. Tweeting identity? Ukrainian, Russian, and# Euromaidan

    Journal of Comparative Economics, February 29, 2016

    M MacDuffee Metzger, R. Bonneau, J Nagler, and J Tucker

  31. Robust classification of protein variation using structural modelling and large-scale data integration

    Nucleic Acids Research, February 28, 2016

    E Baugh, R Simmons-Edler, C. Müller, R Alford, N. Volfovsky, and R. Bonneau

  32. A Miniature Protein Stabilized by a Cation− π Interaction Network

    Journals of the American Chemical Society, January 26, 2016

    T Craven, M Cho, N Traaseth, R. Bonneau, and K Kirschenbaum

  33. Text Classification for Automatic Detection of E-Cigarette Use and Use for Smoking Cessation from Twitter: A Feasibility Pilot

    Pacific Symposium on Biocomputing, January 21, 2016

    Y. Aphinyanaphongs, A. Lulejian, D.P. Brown, R. Bonneau, and P. Krebs

  34. Antibiotic perturbation of the murine gut microbiome enhances the adiposity, insulin resistance, and liver disease associated with high-fat diet

    Genome Medicine, January 15, 2016

    D Mahana, C Trent, Z Kurtz, N Bokulich, T Battaglia, J Chung, et al.

  35. Bacillus subtilis Systems Biology: Applications of -Omics Techniques to the Study of Endospore Formation

    The Bacterial Spore: from Molecules to Systems, January 1, 2016

    A.R. Bate, R. Bonneau, and P. Eichenberger

  36. Biophysically Motivated Regulatory Network Inference: Progress and Prospects

    Human Heredity, January 1, 2016

    R. Bonneau

  37. Breaking TADs: insights into hierarchical genome organization

    Epigenomics, January 1, 2016

    P.P Rocha, R. Raviram, R. Bonneau, and J.A. Skok

  38. Acute off-target effects of neural circuit manipulations

    Nature, December 17, 2015

    T.M. Otchy, S.B.E. Wolff, J.Y. Rhee, C. Pehlevan, R. Kawai, A. Kempf, et al.

  39. A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks

    Advances in Neural Information Processing Systems 28 (NIPS 2015), 2015

    C. Pehlevan and D. Chklovskii

  40. To Myelinate or Not to Myelinate?

    Neural Regeneration Research, December 1, 2015

    P. Monje

  41. The Critical Periphery in the Growth of Social Protests

    PLOS One, November 30, 2015

    P. Barberá, N. Wang, R. Bonneau, J. Nagler, J. Tucker, and S. González-Bailón

  42. Toward rational thermostabilization of Aspergillus oryzae cutinase: Insights into catalytic and structural stability

    Proteins: Structure, Function, and Bioinformatics, November 26, 2015

    A.N. Shirke, D. Basore, G.L. Butterfoss, R. Bonneau, C. Bystroff, and R.A. Gross

  43. Multiple abiotic stimuli are integrated in the regulation of rice gene expression under field conditions

    eLife, November 26, 2015

    A. Plessis, C. Hafemeister, O. Wilkins, Z.J. Gonzaga, R.S. Meyer, I. Pires, et al.

  44. An experimentally supported model of the Bacillus subtilis global transcriptional regulatory network

    Molecular Systems Biology, November 17, 2015

    M.L. Arrieta‐Ortiz, C. Hafemeister, A.R. Bate, T. Chu, A. Greenfield, B. Shuster, et al.

  45. Positive-Unlabeled Learning in the Face of Labeling Bias

    2015 IEEE International Conference on Data Mining Workshop (ICDMW), November 14, 2015

    N. Youngs, D. Shasha, and R. Bonneau

  46. Synaptic circuits and their variations within different columns in the visual system of Drosophila

    PNAS, November 3, 2015

    S. Takemura, C.S. Xu, Z. Lu, P.K. Rivlin, T. Parag, D.J. Olbris, et al.

  47. An IL-23R/IL-22 Circuit Regulates Epithelial Serum Amyloid A to Promote Local Effector Th17 Responses

    Cell, October 8, 2015

    T. Sano, W. Huang, J.A. Hall, Yi Yang, A. Chen, S.J. Gavzy, et al.

  48. Cohesin loss alters adult hematopoietic stem cell homeostasis, leading to myeloproliferative neoplasms

    Journal of Experimental Medicine, October 5, 2015

    J. Mullenders, B. Aranda-Orgilles, P. Lhoumaud, M. Keller, J. Pae, K. Wang, et al.

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