Matsen: Developing algorithms for data analysis
Matsen’s research involves the development of computer algorithms that can speed up the process of analyzing enormous quantities of biological data. He describes that work as toolmaking and “computational basic research,” the kind that explores what types of algorithms are possible, even if many of them end up as blind alleys. He has been writing algorithms for faster analysis of those branching charts, known as phylogenetic trees, which use genetic sequencing of evolving viruses to trace their emergence and spread.
His specialty is the use of a mathematically rich statistical technique known as “Bayesian inference.” It accounts for uncertainties that are inherent in using gene sequencing data to build these trees, which describe the evolutionary relationship of the sequences. By explicitly accommodating uncertainty, researchers can be more confident in what they can and cannot conclude about the evolutionary history of the virus. His longterm goal is to deliver algorithms that his fellow HHMI investigator Bedford can use to track the global spread and evolution of SARS-CoV-2.
Matsen now contemplates the free-wheeling possibilities of the HHMI award.
“The most important thing is that we can take on hard problems, the kind where maybe I have nothing to show for three or four years, which in the usual grant cycle is a scary place to be in,” he said. “But it is also one that I do think deep advances can come from.”
Although the scientists are contemporaries, Bedford views Matsen as a mentor. Both are faculty members in the Hutch’s Herbold Computational Biology Program, established in 2007 to help merge biological science with mathematics and computer science. They are also good friends, who sometimes hike and snowshoe in the Cascade Mountains together. Matsen, who grew up in Seattle and has been on the Hutch faculty since 2010, knew of Bedford’s rising reputation and helped introduce him to the Hutch when he started looking for a faculty position.
“My greatest dream is to directly advance Trevor’s research with new algorithms,” he said. “Not by taking the existing tools and expanding them, but by re-imagining things from scratch.”
Bedford: Tracing viruses’ emergence and spread
Bedford appreciates HHMI not only for its model of encouraging new ideas, but also for its support of open science, for which he has been an early and vocal advocate. It is the practice of making results of research readily available to the public, without the delays and paywalls that accompany much of the written findings of academic research. HHMI is a founder of eLife, an open science journal dedicated to the rapid dissemination of biological research.
“I’ve been really impressed with eLife as a journal. I like reviewing for them and publishing papers with them,” he said.
Bedford’s deep understanding of phylogenetic trees place him at the center of the world scientific community in the scramble — which continues — to understand SARS-CoV-2. In February of 2020, he used the sparse amount of available genetic data on the new virus to conclude it was already spreading rapidly, and largely unnoticed, in Washington state. His timely warning led to a rapid shutdown of the region, likely saving thousands of lives.
As a result, the mild-mannered Bedford became an early popular superhero of the pandemic. Already accustomed to communicating on Twitter, he quickly gained 330,000 followers. He is regularly quoted in leading newspapers eager for clues about new variants of SARS-CoV-2 and the ever-changing trajectory of the virus throughout the world.
Last year, Fortune named the now 39-year-old associate professor to its list of “40 under 40.” In addition, he and Nextstrain — a website he co-developed that posts the phylogenetic trees of SARS-CoV-2 and other global pathogens — last year received a special Webby Award for helping the world understand this new disease.
It is sobering, Bedford said, to realize that this acclaim and the recent HHMI award came as a result of the pandemic.
“I’m honored. I did not think this would be in the cards for me,” he said. “But it’s kind of a strange thing, bittersweet, for this to be on the back of a global tragedy.”
Although there are no strings attached to his HHMI award, Bedford said he will continue to work in the worldwide struggle against the pandemic.
“COVID will be with us for the next forever,” Bedford said. “It is framing a lot of how I’m approaching research at the moment.”