Francesca Chiaromonte
Director of the Genome Sciences Institute; Professor of Statistics
- 0325 Thomas
University Park, PA - fxc11@psu.edu
- 814-865-7075
Research Summary
Developing methods for the analysis of large, high-dimensional and complex data.
Huck Institutes Affiliations
Links
Most Recent Papers
Covariate Information Matrix for Sufficient Dimension Reduction
Weixin Yao, Debmalya Nandy, Bruce G. Lindsay, Francesca Chiaromonte, 2019, Journal of the American Statistical Association
Long-read sequencing technology indicates genome-wide effects of non-B DNA on polymerization speed and error rate
Wilfried M. Guiblet, Marzia Cremona, Monika Cechova, Robert Scott Harris, Iva Kejnovská, Eduard Kejnovsky, Kristin Eckert, Francesca Chiaromonte, Kateryna Dmytrivna Makova, 2018, Genome research on p. 1767-1778
Child Weight Gain Trajectories Linked To Oral Microbiota Composition
Sarah Craig, Daniel Blankenberg, Alice Carla Luisa Parodi, Ian Paul, Leann L. Birch, Jennifer Savage Williams, Michele E. Marini, Jennifer L. Stokes, Anton Nekrutenko, Matthew Logan Reimherr, Francesca Chiaromonte, Kateryna Dmytrivna Makova, 2018, Scientific reports
IWTomics
Marzia Cremona, Alessia Pini, Fabio Cumbo, Kateryna Dmytrivna Makova, Francesca Chiaromonte, Simone Vantini, 2018, Bioinformatics on p. 2289-2291
Computational pan-genomics
Tobias Marschall, Manja Marz, Thomas Abeel, Louis Dijkstra, Bas E. Dutilh, Ali Ghaffaari, Paul Kersey, Wigard P. Kloosterman, Veli Mäkinen, Adam M. Novak, Benedict Paten, David Porubsky, Eric Rivals, Can Alkan, Jasmijn A. Baaijens, Paul I.W. De Bakker, Valentina Boeva, Raoul J.P. Bonnal, Francesca Chiaromonte, Rayan Chikhi, Francesca D. Ciccarelli, Robin Cijvat, Erwin Datema, Cornelia M. Van Duijn, Evan E. Eichler, Corinna Ernst, Francesca Chiaromonte, Erik Garrison, Mohammed El-Kebir, Gunnar W. Klau, Jan O. Korbel, Eric Wubbo Lameijer, Benjamin Langmead, Marcel Martin, Paul Medvedev, John C. Mu, Pieter Neerincx, Klaasjan Ouwens, Pierre Peterlongo, Nadia Pisanti, Sven Rahmann, Ben Raphael, Paul Medvedev, Paul Medvedev, Jeroen de Ridder, Matthias Schlesner, Ole Schulz-Trieglaff, Ashley D. Sanders, Siavash Sheikhizadeh, Carl Shneider, 2018, Briefings in bioinformatics on p. 118-135
Structured Ordinary Least Squares
Yang Liu, Francesca Chiaromonte, Bing Li, 2017, Biometrics on p. 529-539
Composite Likelihood Inference in a Discrete Latent Variable Model for Two-Way “Clustering-by-Segmentation” Problems
Francesco Bartolucci, Francesca Chiaromonte, Prabhani Kuruppumullage Don, Bruce G. Lindsay, 2017, Journal of Computational and Graphical Statistics on p. 388-402
Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis
Rebeca Campos-Sánchez, Marzia Cremona, Alessia Pini, Francesca Chiaromonte, Kateryna Dmytrivna Makova, 2016, PLoS computational biology
Mixture-based path clustering for synthesis of ECMWF ensemble forecasts of tropical cyclone evolution
Prabhani Kuruppumullage Don, Jenni Evans, Francesca Chiaromonte, Alex M. Kowaleski, 2016, Monthly Weather Review on p. 3301-3320
Error correction and statistical analyses for intra-host comparisons of feline immunodeficiency virus diversity from high-throughput sequencing data
Yang Liu, Francesca Chiaromonte, Howard Ross, Raunaq Malhotra, Daniel Elleder, Mary Poss, 2015, BMC bioinformatics
High-Impact Papers
Complete Khoisan and Bantu genomes from southern Africa
Stephan C. Schuster, Webb Miller, Aakrosh Ratan, Lynn P. Tomsho, Belinda Giardine, Lindsay R. Kasson, Robert Scott Harris, Desiree C. Petersen, Fangqing Zhao, Ji Qi, Can Alkan, Jeffrey M. Kidd, Yazhou Sun, Daniela I. Drautz, Pascal Bouffard, Donna M. Muzny, Jeffrey G. Reid, Lynne V. Nazareth, Qingyu Wang, Richard Burhans, Cathy Riemer, Nicola E. Wittekindt, Priya Moorjani, Elizabeth A. Tindall, Charles G. Danko, Wee Siang Teo, Anne M. Buboltz, Zhenhai Zhang, Qianyi Ma, Arno Oosthuysen, Abraham W. Steenkamp, Hermann Oostuisen, Philippus Venter, John Gajewski, Yu Zhang, Benjamin Franklin Pugh, Kateryna Dmytrivna Makova, Anton Nekrutenko, Elaine R. Mardis, Nick Patterson, Tom H. Pringle, Francesca Chiaromonte, James C. Mullikin, Evan E. Eichler, Ross Cameron Hardison, Richard A. Gibbs, Timothy T. Harkins, Vanessa M. Hayes, 2010, Nature on p. 943-947
Erythroid GATA1 function revealed by genome-wide analysis of transcription factor occupancy, histone modifications, and mRNA expression
Yong Cheng, Weisheng Wu, Swathi Ashok Kumar, Duonan Yu, Wulan Deng, Tamara Tripic, David C. King, Kuan Bei Chen, Ying Zhang, Daniela Drautz, Belinda Giardine, Stephan C. Schuster, Webb Miller, Francesca Chiaromonte, Yu Zhang, Gerd A. Blobel, Mitchell J. Weiss, Ross Cameron Hardison, 2009, Genome Research on p. 2172-2184
Dynamics of the epigenetic landscape during erythroid differentiation after GATA1 restoration
Weisheng Wu, Yong Cheng, Cheryl A. Keller Capone, Jason Ernst, Swathi Ashok Kumar, Tejaswini Mishra, Christapher Morrissey, Christine M. Dorman, Kuan Bei Chen, Daniela Drautz, Belinda Giardine, Yoichiro Shibata, Lingyun Song, Max Pimkin, Gregory E. Crawford, Terrence S. Furey, Manolis Kellis, Webb Miller, James Taylor, Stephan C. Schuster, Yu Zhang, Francesca Chiaromonte, Gerd A. Blobel, Mitchell J. Weiss, Ross Cameron Hardison, 2011, Genome research on p. 1659-1671
A genome-wide analysis of common fragile sites
Arkarachai Fungtammasan, Erin Walsh, Francesca Chiaromonte, Kristin Eckert, Kateryna Dmytrivna Makova, 2012, Genome Research on p. 993-1005
Maternal age effect and severe germ-line bottleneck in the inheritance of human mitochondrial DNA
Boris Rebolledo-Jaramillo, Marcia Shu Wei Su, Nicholas Stoler, Jennifer A. McElhoe, Benjamin Dickins, Daniel Blankenberg, Thorfinn S. Korneliussen, Francesca Chiaromonte, Rasmus Nielsen, Mitchell Mark Holland, Ian Paul, Anton Nekrutenko, Kateryna Dmytrivna Makova, 2014, Proceedings of the National Academy of Sciences of the United States of America on p. 15474-15479
What is a microsatellite
Yogeshwar D. Kelkar, Noelle Strubczewski, Suzanne E. Hile, Francesca Chiaromonte, Kristin Eckert, Kateryna Dmytrivna Makova, 2010, Genome Biology and Evolution on p. 620-635
Envelope models for parsimonious and efficient multivariate linear regression
R. Dennis Cook, Bing Li, Francesca Chiaromonte, 2010, Statistica Sinica on p. 927-960
Windshield splatter analysis with the Galaxy metagenomic pipeline
Sergei Kosakovsky Pond, Samir Wadhawan, Francesca Chiaromonte, Guruprasad Ananda, Wen Yu Chung, James Taylor, Anton Nekrutenko, 2009, Genome research on p. 2144-2153
Computational pan-genomics
Tobias Marschall, Manja Marz, Thomas Abeel, Louis Dijkstra, Bas E. Dutilh, Ali Ghaffaari, Paul Kersey, Wigard P. Kloosterman, Veli Mäkinen, Adam M. Novak, Benedict Paten, David Porubsky, Eric Rivals, Can Alkan, Jasmijn A. Baaijens, Paul I.W. De Bakker, Valentina Boeva, Raoul J.P. Bonnal, Francesca Chiaromonte, Rayan Chikhi, Francesca D. Ciccarelli, Robin Cijvat, Erwin Datema, Cornelia M. Van Duijn, Evan E. Eichler, Corinna Ernst, Francesca Chiaromonte, Erik Garrison, Mohammed El-Kebir, Gunnar W. Klau, Jan O. Korbel, Eric Wubbo Lameijer, Benjamin Langmead, Marcel Martin, Paul Medvedev, John C. Mu, Pieter Neerincx, Klaasjan Ouwens, Pierre Peterlongo, Nadia Pisanti, Sven Rahmann, Ben Raphael, Paul Medvedev, Paul Medvedev, Jeroen de Ridder, Matthias Schlesner, Ole Schulz-Trieglaff, Ashley D. Sanders, Siavash Sheikhizadeh, Carl Shneider, 2018, Briefings in bioinformatics on p. 118-135
A matter of life or death
Yogeshwar D. Kelkar, Kristin Eckert, Francesca Chiaromonte, Kateryna Dmytrivna Makova, 2011, Genome research on p. 2038-2048
News Articles Featuring Francesca Chiaromonte
Sep 21, 2018
Mouth bacteria in toddlers may predict obesity, study says
Bacteria in a toddler's mouth might help predict later obesity, new research suggests. Scientists at Penn State University found the composition of microorganisms in the mouths of 2-year-olds offers clues to the child's future weight.
Full Article
Sep 20, 2018
Swabbing a child’s mouth for bacteria could predict how likely they are to become obese
A swab of a toddler’s mouth may predict their odds of growing into obese children, a new study suggests. Scientists at Pennsylvania State University discovered that the harmless microorganisms living in a two-year-old’s mouth were less diverse if they had gained more weight more quickly than most since birth.
Full Article
Sep 19, 2018
Child Weight Gain Trajectories Linked To Oral Microbiota Composition
Gut and oral microbiota perturbations have been observed in obese adults and adolescents; less is known about their influence on weight gain in young children.
Full Article