GPCRs
Molecular Dynamics
Machine Learning
Drugs
Biology Wildcard
100

GPCRs are only found in organisms from which domain of life?

Eukaryotes

100

What is the size of an Amino Acid approximately in angstrom?

4 to 10 angstroms

100

What does MLP stand for?

Multi-Layer Perceptron

100
What is the average cost of bringing a drug to market according to the latest analysis?

$1B

100

What are the domains of life?

Bacteria, Archae, Eukaryea

200

The last Nobel Prize awarded related to GPCRs was given in 2012 to which 2 PIs our lab works with?

Brian Kobilka and Bob Lefkowitz

200

What is the optimal volume box shape for running simulations of soluble non-membrane proteins?

Dodecahedron, or any shape with lots of sides

200

When was GPT-1 released? Month and Year

June, 2018

200

Which gas is the most frequently cited therapeutic in the WHOs list of essential medicines?

Oxygen

200

What protein is the most conserved across all life?

Ribosome

300

Humans have at least how many GPCRs?

831

300

Explain what a periodic boundary condition is, and why it is necessary.

By having particles that exit one side of the simulation box re-enter on the opposite side, it creates the illusion of an infinite, bulk system, preventing unrealistic interactions with a hard wall.

300

What type of self-supervised learning was used to train ESM-2?

Masked Language Modeling

300

When was Tylenol first synthesized?

1877

300

How much power does a human being output at rest?

100 watts

400

The GPCRs responsible for tasting sweetness in humans have what type of special ligand binding domain?

Venus Fly Trap Domains

400

What interactions are the most expensive to compute per step in an MD simulation?

Non-bonded interactions, e.g. electrostatic and van der waals terms
400

What properties are needed for a valid kernel for use with the kernel trick?

symmetric, e.g. k(x,y) = k(y,x) and positive semi-definite

400

What other species is known to use medications to induce labour?

African elephants

400

When did nervous systems first develop in animals?

560 mya

500

Which tissue expresses the most types of non-chemosensory GPCRs? 2x points for guessing the most expressed GPCR

The Brain, Hypothalamus, CB1

500

What does AMBER stand for?

Assisted Model Building with Energy Refinement (AMBER)

500

Also called relative entropy, what term refers to the measure of how different a distribution Q is from a distribution P? Full name needed

Kullback-Leibler Divergence (KL Divergence)

500

What is the date of the latest FDA approval for a new drug?

July 3, 2025

500

How old is the oldest continuously living animal in the world estimated to be?

10,000 years old, southern ocean glass sponges

M
e
n
u