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Essential Reading

Antibiotic tolerance facilitates the evolution of resistance -

An interesting paper on the relationship between the development of tolerance and resistance. It's in bacteria but surely has direct ties to selectively toxic drugs in cancer as well. They show that tolerance can directly enable rare, resistance-causing mutations to develop. They also come up with an explanation for why tolerance would develop before resistance—the routes to tolerance are by many different mutational changes, while resistance had a more restrictive set of routes.

Reprogramming the immunological microenvironment through radiation and targeting Axl -

This work shows that in addition to being a tumor cell-intrinsic resistance factor to ionizing radiation, AXL signaling drives decreased MHC-I abundance and immunosuppressive cytokine expression. The AXL-proximal signaling that drives this effect is not worked out---it would be interesting to know what signaling is involved to determine how specific this is to TAM receptors vs. other kinases.

Ten Simple Rules for Better Figures -

Practical advice for how to best present scientific data. As stated in the article, "a more accurate definition for scientific visualization would be a graphical interface between people and data."

emcee: The MCMC Hammer -

A versatile package for Markov Chain Monte Carlo inference that we apply in different contexts for learning about the relationship of a model to experimental data. In contrast to PyMC or STAN, emcee requires virtually no information about the underlying model, but can run with parallelization.