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| Image Credit: Scientific Frontline |
A team of mathematicians and biologists led by Carnegie’s Will Ludington and Technische Universität Berlin’s Michael Joswig developed a new approach to reveal key genes and species that regulate biological networks. Their work, published this week in Proceedings of the National Academy of Sciences, identifies genes in cells and species in ecosystems that sit at the top of a regulatory hierarchy and drive evolutionary and ecological trajectories.
Charles Darwin concluded On the Origin of Species with the famous “tangled bank” analogy to explain how organisms in an ecosystem affect one another’s fitness. “It is interesting to contemplate a tangled bank, clothed with many plants of many kinds, with birds singing on the bushes, with various insects flitting about, and with worms crawling through the damp earth,” Darwin wrote. “And to reflect that these elaborately constructed forms, so different from each other, and dependent upon each other in so complex a manner, have all been produced by laws acting around us.”
To map these interactions in ecosystems, ecologists use network analysis to study the connections. Keystone species, such as wolves, have a disproportionately large impact on their communities and the other organisms within them.

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