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

Most Recent Publications

Jacob Matthew Schreiber, Carles A. Boix, Jin wook Lee, Hongyang Li, Yuanfang Guan, Chun Chieh Chang, Jen Chien Chang, Alex Hawkins-Hooker, Bernhard Schölkopf, Gabriele Schweikert, Mateo Rojas Carulla, Arif Canakoglu, Francesco Guzzo, Luca Nanni, Marco Masseroli, Mark James Carman, Pietro Pinoli, Chenyang Hong, Kevin Y. Yip, Jefrey P. Spence, Sanjit Singh Batra, Yun S. Song, Shaun Mahony, Zheng Zhang, Wuwei Tan, Yang Shen, Yuanfei Sun, Minyi Shi, Jessika Adrian, Richard S. Sandstrom, Nina P. Farrell, Jessica M. Halow, Kristen Lee, Lixia Jiang, Xinqiong Yang, Charles B. Epstein, J. Seth Strattan, Bradley E. Bernstein, Michael P. Snyder, Manolis Kellis, William S. Noble, Anshul Bharat Kundaje, 2025, Genome Biology

Victoria A. Bonnell, Yuning Zhang, Alan S. Brown, John Horton, Gabrielle A. Josling, Tsu Pei Chiu, Remo Rohs, Shaun Mahony, Raluca Gordân, Manuel Llinás, 2024, Nucleic Acids Research on p. 10161-10179

Jianyu Yang, Kuangyu Yen, Shaun Mahony, 2024, Genome Research on p. 1334-1343

Cheng Xu, Holly Kleinschmidt, Jianyu Yang, Erik M. Leith, Jenna Johnson, Song Tan, Shaun Mahony, Lu Bai, 2024, Molecular Cell on p. 2838-2855.e10

Alexis Morrissey, Jeffrey Shi, Daniela Q. James, Shaun Mahony, 2024, Genome Research on p. 937-951

Guanjue Xiang, Xi He, Belinda M. Giardine, Kathryn J. Isaac, Kathryn Weaver, Dylan J. Taylor, Rajiv C. McCoy, Camden Jansen, Cheryl A. Keller, Alexander Q. Wixom, April Cockburn, Amber Reese Miller, Qian Qi, Yanghua He, Yichao Li, Jens Lichtenberg, Elisabeth F. Heuston, Stacie M. Anderson, Jing Luan, Marit W. Vermunt, Feng Yue, Michael E.G. Sauria, Michael C. Schatz, James Taylor, Berthold Göttgens, Berthoid Gottgens, Jim R. Hughes, Douglas R. Higgs, Mitchell J. Weiss, Yong Cheng, Gerd A. Blobel, David M. Bodine, Yu Zhang, Qunhua Li, Shaun Mahony, Ross C. Hardison, 2024, Genome Research on p. 1089-1105

Jianyu Yang, Kuangyu Yen, Shaun Mahony, 2024, on p. 320-323

Jacob Schreiber, Carles Boix, Jin wook Lee, Hongyang Li, Yuanfang Guan, Chun Chieh Chang, Jen Chien Chang, Alex Hawkins-Hooker, Bernhard Schölkopf, Gabriele Schweikert, Mateo Rojas Carulla, Arif Canakoglu, Francesco Guzzo, Luca Nanni, Marco Masseroli, Mark James Carman, Pietro Pinoli, Chenyang Hong, Kevin Y. Yip, Jeffrey P. Spence, Sanjit Singh Batra, Yun S. Song, Shaun Mahony, Zheng Zhang, Wuwei Tan, Yang Shen, Yuanfei Sun, Minyi Shi, Jessika Adrian, Richard Sandstrom, Nina Farrell, Jessica Halow, Kristen Lee, Lixia Jiang, Xinqiong Yang, Charles Epstein, J.  Seth Strattan, Bradley Bernstein, Michael Snyder, Manolis Kellis, William Stafford, Anshul Kundaje, 2023, Genome Biology

S Pinglay, M Bulajić, D Rahe, E Huang, R Brosh, N Mamrak, B King, S German, J Cadley, L Rieber, N Easo, T Lionnet, Shaun Mahony, M Maurano, L Holt, E Mazzoni, J Boeke, 2022, Science on p. eabk2820

Begüm Aydin, Michael Sierk, Mireia Moreno-Estelles, Link Tejavibulya, Nikathan Kumar, Nuria Flames, Shaun Mahony, Esteban O. Mazzoni, 2022, Frontiers in Neuroscience

Most-Cited Papers

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

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

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

Begüm Aydin, Akshay Kakumanu, Mary Rossillo, Mireia Moreno-Estellés, Görkem Garipler, Niels Ringstad, Nuria Flames, Shaun Mahony, Esteban O. Mazzoni, 2019, Nature Neuroscience on p. 897-908

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

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

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

Shaun Mahony, Benjamin Pugh, 2015, Critical Reviews in Biochemistry and Molecular Biology on p. 269-283

G. Celine Han, Vinesh Vinayachandran, Alain R. Bataille, Bongsoo Park, Ka Yim Chan-Salis, Cheryl A. Keller, Maria Long, Shaun Mahony, Ross C. Hardison, B. Franklin Pugh, 2016, Molecular and Cellular Biology on p. 157-172

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

News Articles Featuring Shaun Mahony

How a genetic tug-of-war decides the fate of a honey bee

Despite having identical genetic instructions, female honey bee larvae can develop into either long-lived reproductive queens or short-lived sterile workers who help rear their sisters rather than laying their own eggs. Now, an interdisciplinary team led by researchers at Penn State has uncovered the molecular mechanisms that control how the conflict between genes inherited from the father and the mother determine the larva’s fate.

NCEMS working groups to answer molecular and cellular bioscience questions

The U.S. National Science Foundation National Synthesis Center for Emergence in the Molecular and Cellular Sciences at Penn State aims to drive multidisciplinary collaboration utilizing publicly available research data.

Genomic pioneers collaborate to access the inaccessible

A new experimental method allows researchers to dissect how certain proteins, called pioneer factors, can bind to selective regions of the genome that are inaccessible to other DNA binding proteins.

Biochemistry and molecular biology professor receives NSF CAREER Award

Shaun Mahony, assistant professor of biochemistry and molecular biology, has been honored with a Faculty Early Career Development (CAREER) award from the National Science Foundation (NSF).

Shaun Mahony employs machine learning to study gene regulation

Once the fodder of science fiction books and movies, Artificial intelligence -- AI -- and machine learning are making an impact on nearly every facet of society. Penn State’s Institute for CyberScience are among Penn State’s research leaders who are both using AI in their work and studying ways to make sure that the technology’s societal impact is as safe and as beneficial as possible.