User profiles for E. D. Kelsic

Eric D Kelsic

Dyno Therapeutics
Verified email at dynotx.com
Cited by 2798

Comparing community structure to characteristics in online collegiate social networks

V Red, ED Kelsic, PJ Mucha, MA Porter - SIAM review, 2011 - SIAM
We study the structure of social networks of students by examining the graphs of Facebook “friendships”
at five US universities at a single point in time. We investigate the community …

Spatiotemporal microbial evolution on antibiotic landscapes

M Baym, TD Lieberman, ED Kelsic, R Chait, R Gross… - Science, 2016 - science.org
A key aspect of bacterial survival is the ability to evolve while migrating across spatially varying
environmental challenges. Laboratory experiments, however, often study evolution in well…

Deep diversification of an AAV capsid protein by machine learning

…, PF Riley, GM Church, LJ Colwell, ED Kelsic - Nature …, 2021 - nature.com
Modern experimental technologies can assay large numbers of biological sequences, but
engineered protein libraries rarely exceed the sequence diversity of natural protein families. …

[HTML][HTML] High-order species interactions shape ecosystem diversity

E Bairey, ED Kelsic, R Kishony - Nature communications, 2016 - nature.com
Classical theory shows that large communities are destabilized by random interactions
among species pairs, creating an upper bound on ecosystem diversity. However, species …

Counteraction of antibiotic production and degradation stabilizes microbial communities

ED Kelsic, J Zhao, K Vetsigian, R Kishony - Nature, 2015 - nature.com
A major challenge in theoretical ecology is understanding how natural microbial communities
support species diversity 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , and in particular how antibiotic-producing…

Comprehensive AAV capsid fitness landscape reveals a viral gene and enables machine-guided design

PJ Ogden, ED Kelsic, S Sinai, GM Church - Science, 2019 - science.org
Adeno-associated virus (AAV) capsids can deliver transformative gene therapies, but our
understanding of AAV biology remains incomplete. We generated the complete first-order …

High-throughput creation and functional profiling of DNA sequence variant libraries using CRISPR–Cas9 in yeast

…, C Kaas, Y Yin, R Cecchi, SL Garnier, ED Kelsic… - Nature …, 2018 - nature.com
Construction and characterization of large genetic variant libraries is essential for understanding
genome function, but remains challenging. Here, we introduce a Cas9-based approach …

AdaLead: A simple and robust adaptive greedy search algorithm for sequence design

…, A Whatley, S Slocum, E Locane, ED Kelsic - arXiv preprint arXiv …, 2020 - arxiv.org
Efficient design of biological sequences will have a great impact across many industrial and
healthcare domains. However, discovering improved sequences requires solving a difficult …

[PDF][PDF] RNA structural determinants of optimal codons revealed by MAGE-Seq

ED Kelsic, H Chung, N Cohen, J Park, HH Wang… - Cell systems, 2016 - cell.com
Synonymous codon choices at the beginning of genes optimize 5′ RNA structures for
enhanced translation initiation, but less is known about mechanisms that drive codon …

A primer on model-guided exploration of fitness landscapes for biological sequence design

S Sinai, ED Kelsic - arXiv preprint arXiv:2010.10614, 2020 - arxiv.org
Machine learning methods are increasingly employed to address challenges faced by biologists.
One area that will greatly benefit from this cross-pollination is the problem of biological …