David J Glass MD
@davidjglassMD
Book: Experimental Design for Biologists. Journal: Skeletal Muscle. Focus areas: Aging; Muscle. Works for a biotech company; views are mine.
The Reverend Bayes' original example was figuring out how close a billiard ball was to a line on the pool table. You can posit multiple potential possibilities, assigning priors to each; the data updates your priors, getting you to reality. There's no binary "yes/no" involved.
Scientists who argue that aging isn't programmed need to explain how you get a 6-fold difference in lifespan between rats and squirrels (both rodents; both the same size, etc) without programming. Or consider budgies vs african grey parrots - 5 to 6 fold difference in lifespan.
Another feature of a query-based experimental framework is that it eliminates the "positive vs negative" data binary. If your data answers the question you've posed, it's simply data - neither positive nor negative. This significantly decreases the incentive to cherry-pick.
If you frame an experiment with a hypothesis or expectation, and then set out to test that claim, you're always at risk of both confirmation bias and, even worse, establishing a system only capable of finding what you're looking for. Framing with a question forces a wide net.
As to "why do we age?" I don't find "why" questions very helpful. The fact is we do age, in a reproducible manner. If aging weren't programmed, we wouldn't see reproducible gene expression changes at specific times throughtout life. We'd break down randomly - like a car.
I guess the most straightforward evidence that aging is programmed is that related species have different, but reproducible lifespans. Rats live around 2.5 years. Squirrels can live 15 years. Both are rodents, similarly sized, but there's a reproducible 6x difference in lifespan
Here is one thing I think I understand about aging, which is pretty amazing: aging is programmed. We've performed aging gene signatures - assessing changes in gene expression with age via RNAseq - and you see the same changes happening at the same time in the same tissues.
Below is a non-serious statement, and an example as to why the Aging field is at risk of being pulled into a vat of snake oil.
5 minutes in a sauna 4x/week reduces cardiovascular risk by 50%
Advantages to the MD degree: you know when you'll finish. You're judged on things which are entirely under your control. You get a liberal arts education in pathology. Disadvantage: learning medicine doesn't prepare you to be a scientist; you still need that training.
One straightforard way to demonstrate reproducibility is have someone else in your lab repeat the experiment. Then publish both experiments. If there's a range of results, publish the range. It's a rare result that can be found every time; show the probability of the result.
PhD students rarely choose their own projects, so for them to have to take a long time to graduate is unfair, as is judging them on project success. A PhD should be like an MD: 4 year term; learn method, process and necessary background facts. Choose your project as a postdoc.
My top scientists of all time: Archimedes, Hippocrates, Pythagorus, Euclid, Galen, Vesalius, Copernicus, Galileo, Bacon, Harvey, Redi, Hooke, Newton, Bayes, Galvani, Pasteur, Venn, Darwin, Mendel, Einstein, Curie, Bohr, Fleming, Turing, Franklin, Meselsohn & Stahl, Baltimore
Just a reminder as to the mechanism of action of Bimagrumab, and it's origins ;-). An Antibody Blocking Activin Type II Receptors Induces Strong Skeletal Muscle Hypertrophy and Protects from Atrophy. pmc.ncbi.nlm.nih.gov/articles/PMC39…
No one reads your paper more closely than your biggest competitor. Therefore you should work hard to make sure it's bullet-proof, no?
Is taurine an aging biomarker? Apparently not. Do taurine levels correlate with any sort of health status? Apparently not. Were prior high-profile claims as to the benefits of taurine reproducible? Apparently they were not. science.org/doi/10.1126/sc…
Federal Reserve Chair Jerome Powell gave the commencement address at Princeton yesterday. Among his remarks: “At the end of the day, your integrity is all you have. Guard it carefully.”
GDF8 and activin A are the key negative regulators of muscle mass in postmenopausal females: a randomized phase I trial nature.com/articles/s4146…
So-called magic pill has no effect
Nice work debunking the concept of NAD+ depletion as a cause of ageing Doubt it will dent the popularity of supplementation with NAD precursors however…
NAD depletion in skeletal muscle does not compromise muscle function or accelerate aging cell.com/cell-metabolis…