Agus is a huge proponent of treating cancer less like a disease, and more like a weather system, which can be mapped and hopefully controlled.

“I see it almost going towards things like climate-modeling,” says Agus. “A climate modeler goes and looks at the shape of the clouds, and looks what’s going on wind-wise and the temperature and so on, and then makes predictions. I want to be the same, where I can look at multiple variables, whether it be the sequence, what the proteins are, what the host is doing [and] the shape of the cancer. All of those things together, you can start to make accurate modeling and predictions.”

It requires thinking more like an engineer — and in fact, Agus is working with physicists and engineers on this, including string theory pioneer Murray Gell-Mann and supercomputer pioneer W. Daniel Hillis.

Sometimes instead of only attacking the tumor directly, the best approach includes also making changes in the host. For example, says Agus, doctors have discovered that they can give breast cancer patients “a drug that builds bone, an osteoporosis drug, and it will reduce the recurrence by 30 to 40 percent. So the notion is, if you change the soil, the seed doesn’t grow as well.”

Sartor says that instead of attacking cancer cells, you can pursue treatments that “are targeted to the tumor microenvironment,” such as “anti-angiogenesis compounds, that bind to blood vessels, which are common to a number of tumors.” Sartor calls this “stroma-targeted therapy,” and says it could target many types of tumors by cutting off their blood supply.