Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile
Kennedy McDaniel Bae | BioOptimist

@biooptimist

inveterate BioOptimist | PhD | humanist | BAE.eth | love/live w/ @lwsnbaker

ID: 4179560893

linkhttp://kennedymcdaniel.com calendar_today09-11-2015 13:13:46

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Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

High school bio told you about the peppered moth and it's changes due to pollution during the industrial revolution. Lab specimens are doing the same thing under our noses, but the consequences for research are far more complicated.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

Take HeLa cells as an example. Did you know these immortal cells are so good at surviving that they literally invade other cell lines? One study found that 67% of misidentified cells had been overtaken by HeLa cells.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

Biologists face a paradox: they want to minimize variability to more easily analyze their results, BUT they are studying systems that evolved to have high variability as an evolutionary survival strategy.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

In part because of the mechanisms of selection at play, 5-46% of cell lines in research labs are misidentified. Even samples from originating labs are wrong 18% of the time. We're often not working with what we think we are.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

This problem has been known for over 50 years, yet most labs still avoid regular cell verification. Some argue time and cost, but fundamentally it's a workflow problem.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

As labs modernize and bring in automation, there's an opportunity to do better. We need to rethink cell culture from the ground up, just like the alarm clock reinvented wake-up calls. Enter: self-driving cell culture systems.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

Automating cell culture isn't about making science easier - it's about making it better. By acknowledging rather than denying natural selection in our labs, we're opening new frontiers in biological research.

Kennedy McDaniel Bae | BioOptimist (@biooptimist) 's Twitter Profile Photo

Check out the full post exploring the future of biological research, automation, and the hidden forces shaping our experiments here: biooptimist.substack.com/p/natural-sele…