User profiles for E. D. Kelsic
Eric D KelsicDyno Therapeutics Verified email at dynotx.com Cited by 2798 |
Comparing community structure to characteristics in online collegiate social networks
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 …
at five US universities at a single point in time. We investigate the community …
Spatiotemporal microbial evolution on antibiotic landscapes
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…
environmental challenges. Laboratory experiments, however, often study evolution in well…
Deep diversification of an AAV capsid protein by machine learning
Modern experimental technologies can assay large numbers of biological sequences, but
engineered protein libraries rarely exceed the sequence diversity of natural protein families. …
engineered protein libraries rarely exceed the sequence diversity of natural protein families. …
[HTML][HTML] High-order species interactions shape ecosystem diversity
Classical theory shows that large communities are destabilized by random interactions
among species pairs, creating an upper bound on ecosystem diversity. However, species …
among species pairs, creating an upper bound on ecosystem diversity. However, species …
Counteraction of antibiotic production and degradation stabilizes microbial communities
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…
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
Adeno-associated virus (AAV) capsids can deliver transformative gene therapies, but our
understanding of AAV biology remains incomplete. We generated the complete first-order …
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
Construction and characterization of large genetic variant libraries is essential for understanding
genome function, but remains challenging. Here, we introduce a Cas9-based approach …
genome function, but remains challenging. Here, we introduce a Cas9-based approach …
AdaLead: A simple and robust adaptive greedy search algorithm for sequence design
Efficient design of biological sequences will have a great impact across many industrial and
healthcare domains. However, discovering improved sequences requires solving a difficult …
healthcare domains. However, discovering improved sequences requires solving a difficult …
[PDF][PDF] RNA structural determinants of optimal codons revealed by MAGE-Seq
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 …
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
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 …
One area that will greatly benefit from this cross-pollination is the problem of biological …