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Even Charles Darwin, the author of “The Origin of Species”, had a problem with species.
“I was much struck how entirely vague and arbitrary is the distinction between species and varieties,” Darwin wrote in his seminal 1859 work.
Categorizing species can get especially hazy at small, microbial scales. After all, the classical definition of species as interbreeding individuals with sexually viable offspring doesn’t apply to asexual organisms. Examining shared DNA doesn’t help either: collectively, E. Coli bacteria have only 20 percent of genes in common. The classification process gets even trickier as many microbes work so closely that it is unclear what to call separate organisms, let alone separate species.
The woes of classification generate contentious debates in the biology community. But, for postdoctoral fellow Mikhail Tikhonov, one field’s contentious debate is another’s theoretical playground. In new research, he asks: Could organism interactions be described without mentioning species at all?
“The species question is an exciting challenge for theoretical physics,” said Tikhonov, who recently left the Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS) for a position at Stanford University. “Intuitively, introducing some classification seems unavoidable, and alternatives are difficult to imagine. But theoretical physics is really good at using math to go beyond what seems intuitive.”
"Theoretical physics is really good at using math to go beyond what seems intuitive."
In a paper published in Physics Review E, Tikhonov outlines a framework for rethinking the language of species classification. Classical models of biology start from the assumption that the differences between species are, for the most part, clearly defined, and that the cases where the differences aren’t as clear can be settled later.
Borrowing an idea from condensed matter physics, Tikhonov takes the opposite approach that starts with complete disorder and gradually adds small amounts of structure.
“Instead of thinking about species, what if we imagined a microbial community as a free-for-all organism soup and add structure bit by bit – like this gene tends to associate with that gene,” said Tikhonov. “By doing that, we can ask questions about the dynamics of the system as a whole. We can ask, how does evolution act on the structure within a community, rather than on a species?”
This question is not only interesting on a theoretical level, but could have real-world implications in understanding and treating human disease. While some diseases (like pneumonia or meningitis) have specific culprits, many others (like obesity or type II diabetes) seem to be associated to a community-level dysfunction of our microbiome – the highly diverse bacterial communities that live on and inside our bodies. To understand these diseases, researchers must understand how the system works as a whole.
“In your gut, there are hundreds of different types of bacteria doing hundreds of different things and we can’t write a differential equation for all of them,” said Tikhonov. “Even in cases where we know what everyone is doing individually, we see collective effects that you’d be hard-pressed to predict from individual behaviors. Besides, every person has a different composition of microbes, so if we are ever going to understand or manipulate these systems, we need to think about the whole, rather than the parts.”
There is still a long way to go, but theoretical physics and applied math may play a role in settling this long-standing biological debate. In some ways, the microbial life is like the quantum world of particle physics: neither is directly accessible to our senses and so neither has to conform to the intuition derived from our day-to-day experiences. When intuition fails, math shows the way.
“It’s hard to grasp how, in quantum mechanics, a particle can be both a singular entity and a spread-out wave. The bacterial world has no reasons to be any less surprising,” said Tikhonov.
Topics: Applied Mathematics
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Leah Burrows | 617-496-1351 | email@example.com