Shaun Mahony

Associate Professor of Biochemistry & Molecular Biology

Shaun Mahony

Research Summary

We apply neural networks and other machine learning approaches to understand how transcription factors control cellular identity

Huck Graduate Students

Huck Affiliations

Links

Publication Tags

Transcription Factors Chromatin Genes Genome Proteins Dna Genomics Experiments Chromatin Immunoprecipitation Sequencing Motor Neurons Chip Protein Nucleosomes Experiment High Resolution Gene Expression Gata Transcription Factors Histone Data Storage Equipment Paint Modification Epigenomics Cells Datasets Histones

Most Recent Papers

An interpretable bimodal neural network characterizes the sequence and preexisting chromatin predictors of induced transcription factor binding

Divyanshi Srivastava, Begüm Aydin, Esteban O. Mazzoni, Shaun Mahony, 2021, Genome Biology

The PfAP2-G2 transcription factor is a critical regulator of gametocyte maturation

Suprita Singh, Joana M. Santos, Lindsey M. Orchard, Naomi Yamada, Riëtte van Biljon, Heather J. Painter, Shaun Mahony, Manuel Llinás, 2021, Molecular Microbiology on p. 1005-1024

A high-resolution protein architecture of the budding yeast genome

Matthew J. Rossi, Prashant K. Kuntala, William K.M. Lai, Naomi Yamada, Nitika Badjatia, Chitvan Mittal, Guray Kuzu, Kylie Bocklund, Nina P. Farrell, Thomas R. Blanda, Joshua D. Mairose, Ann V. Basting, Katelyn S. Mistretta, David J. Rocco, Emily S. Perkinson, Gretta D. Kellogg, Shaun Mahony, B. Franklin Pugh, 2021, Nature on p. 309-314

Alignment and quantification of ChIP-exo crosslinking patterns reveal the spatial organization of protein-DNA complexes

Naomi Yamada, Matthew J. Rossi, Nina Farrell, B. Franklin Pugh, Shaun Mahony, 2020, Nucleic Acids Research on p. 11215-11226

Differential abilities to engage inaccessible chromatin diversify vertebrate Hox binding patterns

Milica Bulajić, Divyanshi Srivastava, Jeremy S. Dasen, Hynek Wichterle, Shaun Mahony, Esteban O. Mazzoni, 2020, Journal of Embryology and Experimental Morphology

PEGR

Danying Shao, Gretta Kellogg, Shaun Mahony, William Lai, B. Franklin Pugh, 2020, on p. 285-292

Sequence and chromatin determinants of transcription factor binding and the establishment of cell type-specific binding patterns

Divyanshi Srivastava, Shaun Mahony, 2020, Biochimica et Biophysica Acta - Gene Regulatory Mechanisms

ChExMix

Naomi Yamada, Prashant Kumar Kuntala, B. Franklin Pugh, Shaun Mahony, 2020, Journal of Computational Biology on p. 429-435

An integrative view of the regulatory and transcriptional landscapes in mouse hematopoiesis

Guanjue Xiang, Cheryl A. Keller, Elisabeth Heuston, Belinda M. Giardine, Lin An, Alexander Q. Wixom, Amber Miller, April Cockburn, Michael E.G. Sauria, Kathryn Weaver, Jens Lichtenberg, Berthold Göttgens, Qunhua Li, David Bodine, Shaun Mahony, James Taylor, Gerd A. Blobel, Mitchell J. Weiss, Yong Cheng, Feng Yue, Jim Hughes, Douglas R. Higgs, Yu Zhang, Ross C. Hardison, 2020, Genome Research on p. 472-484

Systematic integration of GATA transcription factors and epigenomes via IDEAS paints the regulatory landscape of hematopoietic cells

Ross C. Hardison, Yu Zhang, Cheryl A. Keller, Guanjue Xiang, Elisabeth F. Heuston, Lin An, Jens Lichtenberg, Belinda M. Giardine, David Bodine, Shaun Mahony, Qunhua Li, Feng Yue, Mitchell J. Weiss, Gerd A. Blobel, James Taylor, Jim Hughes, Douglas R. Higgs, Berthold Göttgens, 2020, Biochemistry and Molecular Biology International on p. 27-38

Most-Cited Papers

The Pioneer Transcription Factor FoxA Maintains an Accessible Nucleosome Configuration at Enhancers for Tissue-Specific Gene Activation

Makiko Iwafuchi-Doi, Greg Donahue, Akshay Kakumanu, Jason A. Watts, Shaun Mahony, B. Franklin Pugh, Dolim Lee, Klaus H. Kaestner, Kenneth S. Zaret, 2016, Molecular Cell on p. 79-91

High Resolution Genome Wide Binding Event Finding and Motif Discovery Reveals Transcription Factor Spatial Binding Constraints

Yuchun Guo, Shaun Mahony, David K. Gifford, 2012, PLoS Computational Biology

Synergistic binding of transcription factors to cell-specific enhancers programs motor neuron identity

Esteban O. Mazzoni, Shaun Mahony, Michael Closser, Carolyn A. Morrison, Stephane Nedelec, Damian J. Williams, Disi An, David K. Gifford, Hynek Wichterle, 2013, Nature Neuroscience on p. 1219-1227

Saltatory remodeling of Hox chromatin in response to rostrocaudal patterning signals

Esteban O. Mazzoni, Shaun Mahony, Mirza Peljto, Tulsi Patel, Seraphim R. Thornton, Scott McCuine, Christopher Reeder, Laurie A. Boyer, Richard A. Young, David K. Gifford, Hynek Wichterle, 2013, Nature Neuroscience on p. 1191-1198

Reprogrammed stomach tissue as a renewable source of functional β cells for blood glucose regulation

Chaiyaboot Ariyachet, Alessio Tovaglieri, Guanjue Xiang, Jiaqi Lu, Manasvi S. Shah, Camilla A. Richmond, Catia Verbeke, Douglas A. Melton, Ben Z. Stanger, David Mooney, Ramesh A. Shivdasani, Shaun Mahony, Qing Xia, David T. Breault, Qiao Zhou, 2016, Cell Stem Cell on p. 410-421

Gene co-regulation by Fezf2 selects neurotransmitter identity and connectivity of corticospinal neurons

Simona Lodato, Bradley J. Molyneaux, Emanuela Zuccaro, Loyal A. Goff, Hsu Hsin Chen, Wen Yuan, Alyssa Meleski, Emi Takahashi, Shaun Mahony, John L. Rinn, David K. Gifford, Paola Arlotta, 2014, Nature Neuroscience on p. 1046-1054

A Multi-step Transcriptional and Chromatin State Cascade Underlies Motor Neuron Programming from Embryonic Stem Cells

Silvia Velasco, Mahmoud M. Ibrahim, Akshay Kakumanu, Görkem Garipler, Begüm Aydin, Mohamed Ahmed Al-Sayegh, Antje Hirsekorn, Farah Abdul-Rahman, Rahul Satija, Uwe Ohler, Shaun Mahony, Esteban O. Mazzoni, 2017, Cell Stem Cell on p. 205-217.e8

An Integrated Model of Multiple-Condition ChIP-Seq Data Reveals Predeterminants of Cdx2 Binding

Shaun Mahony, Matthew D. Edwards, Esteban O. Mazzoni, Richard I. Sherwood, Akshay Kakumanu, Carolyn A. Morrison, Hynek Wichterle, David K. Gifford, 2014, PLoS Computational Biology

Widespread and precise reprogramming of yeast protein-genome interactions in response to heat shock.

Vinesh Vinayachandran, Rohit Reja, Matthew J. Rossi, Bongsoo Park, Lila Rieber, Chitvan Mittal, Shaun Mahony, B. Franklin Pugh, 2018, Genome Research on p. 357-366

MiniMDS

Lila Rieber, Shaun Mahony, 2017, Bioinformatics on p. i261-i266