User profiles for Aaron K. Wong

Aaron K Wong

Flatiron Institute
Verified email at flatironinstitute.org
Cited by 4725

Understanding multicellular function and disease with human tissue-specific networks

CS Greene, A Krishnan, AK Wong, E Ricciotti… - Nature …, 2015 - nature.com
Tissue and cell-type identity lie at the core of human physiology and disease. Understanding
the genetic underpinnings of complex tissues and individual cell lineages is crucial for …

Deep learning sequence-based ab initio prediction of variant effects on expression and disease risk

J Zhou, CL Theesfeld, K Yao, KM Chen, AK Wong… - Nature …, 2018 - nature.com
Key challenges for human genetics, precision medicine and evolutionary biology include
deciphering the regulatory code of gene expression and understanding the transcriptional …

Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder

…, R Zhang, V Yao, CL Theesfeld, AK Wong… - Nature …, 2016 - nature.com
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder with a strong
genetic basis. Yet, only a small fraction of potentially causal genes—about 65 genes out of an …

Tracking footprints of artificial selection in the dog genome

…, AL Ruhe, DT Akey, AK Wong… - Proceedings of the …, 2010 - National Acad Sciences
The size, shape, and behavior of the modern domesticated dog has been sculpted by artificial
selection for at least 14,000 years. The genetic substrates of selective breeding, however, …

[HTML][HTML] A sequence-based global map of regulatory activity for deciphering human genetics

KM Chen, AK Wong, OG Troyanskaya, J Zhou - Nature genetics, 2022 - nature.com
Epigenomic profiling has enabled large-scale identification of regulatory elements, yet we
still lack a systematic mapping from any sequence or variant to regulatory activities. We …

Whole-genome deep-learning analysis identifies contribution of noncoding mutations to autism risk

…, AK Wong, Y Yuan, C Scheckel, JJ Fak, J Funk, K Yao… - Nature …, 2019 - nature.com
We address the challenge of detecting the contribution of noncoding mutations to disease
with a deep-learning-based framework that predicts the specific regulatory effects and the …

Breed distribution and history of canine mdr1-1Δ, a pharmacogenetic mutation that marks the emergence of breeds from the collie lineage

MW Neff, KR Robertson, AK Wong… - Proceedings of the …, 2004 - National Acad Sciences
A mutation in the canine multidrug resistance gene, MDR1, has previously been associated
with drug sensitivities in two breeds from the collie lineage. We exploited breed phylogeny …

Techno-economic analysis of a transient plant-based platform for monoclonal antibody production

S Nandi, AT Kwong, BR Holtz, RL Erwin, S Marcel… - MAbs, 2016 - Taylor & Francis
Plant-based biomanufacturing of therapeutic proteins is a relatively new platform with a small
number of commercial-scale facilities, but offers advantages of linear scalability, reduced …

Decoding disease: from genomes to networks to phenotypes

AK Wong, RSG Sealfon, CL Theesfeld… - Nature Reviews …, 2021 - nature.com
Interpreting the effects of genetic variants is key to understanding individual susceptibility to
disease and designing personalized therapeutic approaches. Modern experimental …

Targeted exploration and analysis of large cross-platform human transcriptomic compendia

Q Zhu, AK Wong, A Krishnan, MR Aure, A Tadych… - Nature …, 2015 - nature.com
We present SEEK (search-based exploration of expression compendia; http://seek.princeton.edu/
), a query-based search engine for very large transcriptomic data collections, including …