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32
Citations
11654
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9497
National Ranking
2674

Overview

Jennifer Listgarten is affiliated with the University of California, Berkeley in the United States. Their research primarily spans the fields of Biochemistry, Genetics, and Molecular Biology, with a total of 51 publications contributing to this area.

The subfields of study Jennifer Listgarten works in include:

  • Molecular Biology
  • Genetics
  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Materials Chemistry

The key topics addressed in their research are:

  • RNA and protein synthesis mechanisms
  • Genomics and Phylogenetic Studies
  • CRISPR and Genetic Engineering
  • Computational Drug Discovery Methods
  • Protein Structure and Dynamics
  • Evolution and Genetic Dynamics
  • Virus-based gene therapy research

Jennifer Listgarten has published extensively in various scientific venues. Frequent publication venues include:

  • bioRxiv (Cold Spring Harbor Laboratory)
  • arXiv (Cornell University)
  • Proceedings of the National Academy of Sciences
  • Nature Biotechnology
  • Science Advances

Selected recent papers authored or co-authored by Jennifer Listgarten include:

  • "On the sparsity of fitness functions and implications for learning," 2021, Proceedings of the National Academy of Sciences
  • "Epistatic Net allows the sparse spectral regularization of deep neural networks for inferring fitness functions," 2021, Nature Communications
  • "Optimal trade-off control in machine learning-based library design, with application to adeno-associated virus (AAV) for gene therapy," 2024, Science Advances
  • "Conformal prediction under feedback covariate shift for biomolecular design," 2022, Proceedings of the National Academy of Sciences
  • "Combining evolutionary and assay-labelled data for protein fitness prediction," 2021, bioRxiv (Cold Spring Harbor Laboratory)

Frequent co-authors working with Jennifer Listgarten include:

  • Clara Fannjiang
  • Hunter Nisonoff
  • Chloe Hsu
  • David H. Brookes
  • Akosua Busia

Best Publications

  • Optimized sgRNA design to maximize activity and minimize off-target effects of CRISPR-Cas9

    John G Doench;Nicolo Fusi;Meagan Sullender;Mudra Hegde

  • FaST linear mixed models for genome-wide association studies.

    Christoph Lippert;Jennifer Listgarten;Ying Liu;Carl M Kadie

  • Rethinking drug design in the artificial intelligence era

    Petra Schneider;W. Patrick Walters;Alleyn T. Plowright;Norman Sieroka

  • Improved linear mixed models for genome-wide association studies

    Jennifer Listgarten;Christoph Lippert;Carl M Kadie;Robert I Davidson

  • Statistical and Computational Methods for Comparative Proteomic Profiling Using Liquid Chromatography-Tandem Mass Spectrometry

    Jennifer Listgarten;Andrew Emili

  • Prediction of off-target activities for the end-to-end design of CRISPR guide RNAs

    Jennifer Listgarten;Michael Weinstein;Benjamin P. Kleinstiver;Alexander A. Sousa

  • Orthologous CRISPR-Cas9 enzymes for combinatorial genetic screens.

    Fadi J Najm;Christine Strand;Katherine F Donovan;Mudra Hegde

  • Epigenome-wide association studies without the need for cell-type composition

    James Zou;Christoph Lippert;David Heckerman;Martin Aryee

  • Correction for hidden confounders in the genetic analysis of gene expression

    Jennifer Listgarten;Carl Kadie;Eric E. Schadt;David Heckerman

  • Additive Contribution of HLA Class I Alleles in the Immune Control of HIV-1 Infection

    Alasdair Leslie;Philippa C. Matthews;Jennifer Listgarten;Jonathan M. Carlson

  • A genome-to-genome analysis of associations between human genetic variation, HIV-1 sequence diversity, and viral control

    István Bartha;Jonathan M Carlson;Chanson J Brumme;Paul J McLaren;Paul J McLaren;Paul J McLaren

  • Lymphovascular invasion is associated with poor survival in gastric cancer: an application of gene-expression and tissue array techniques.

    Bryan J. Dicken;Kathryn Graham;Stewart M. Hamilton;Sam Andrews

  • Multiple Alignment of Continuous Time Series

    Jennifer Listgarten;Radford M. Neal;Sam T. Roweis;Andrew Emili

  • Widespread Impact of HLA Restriction on Immune Control and Escape Pathways of HIV-1

    Jonathan M. Carlson;Jennifer Listgarten;Nico Pfeifer;Vincent Tan

  • let-7 miRNAs Can Act through Notch to Regulate Human Gliogenesis

    M. Patterson;X. Gaeta;K. Loo;M. Edwards

  • Leveraging information across HLA alleles/supertypes improves epitope prediction.

    David Heckerman;Carl Myers Kadie;Jennifer Listgarten

  • A powerful and efficient set test for genetic markers that handles confounders

    Jennifer Listgarten;Christoph Lippert;Eun Yong Kang;Jing Xiang

  • Difference detection in LC-MS data for protein biomarker discovery

    Jennifer Listgarten;Radford M. Neal;Sam T. Roweis;Peter Wong

  • FaST-LMM-Select for addressing confounding from spatial structure and rare variants

    Jennifer Listgarten;Christoph Lippert;David Heckerman

  • An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data

    Christoph Lippert;Jennifer Listgarten;Robert I Davidson;Scott Baxter

  • Conditioning by adaptive sampling for robust design

    David H. Brookes;Hahnbeom Park;Jennifer Listgarten

  • HLA-A*7401–Mediated Control of HIV Viremia Is Independent of Its Linkage Disequilibrium with HLA-B*5703

    Philippa C. Matthews;Emily Adland;Jennifer Listgarten;Alasdair Leslie

  • Gaussian Process Prior Variational Autoencoders

    Francesco Paolo Casale;Adrian V. Dalca;Luca Saglietti;Jennifer Listgarten

  • Design by adaptive sampling.

    David H. Brookes;Jennifer Listgarten

  • Correction for Hidden Confounders in the Genetic Analysis of Gene Expression (Abstract).

    Jennifer Listgarten;Carl Myers Kadie;Eric E. Schadt;David Heckerman

Frequent Co-Authors

David Heckerman
David Heckerman Microsoft (United States)
Bruce D. Walker
Bruce D. Walker Harvard University
Philip J. R. Goulder
Philip J. R. Goulder University of Oxford
Zabrina L. Brumme
Zabrina L. Brumme Simon Fraser University
Jonathan M. Carlson
Jonathan M. Carlson Microsoft (United States)
Thumbi Ndung'u
Thumbi Ndung'u University of KwaZulu-Natal
Mary Carrington
Mary Carrington Ragon Institute of MGH, MIT and Harvard
Jacques Fellay
Jacques Fellay École Polytechnique Fédérale de Lausanne
John G. Doench
John G. Doench Broad Institute
Mina John
Mina John Royal Perth Hospital

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