Show Notes
This release contains only the music track from Base by Base Episode 39.
Song title: Whole-Genome, No Weight
Original Base by Base episode: 39: Scaling whole-genome polygenic scores with VIPRS
Article metadata:
Article title: Toward whole-genome inference of polygenic scores with fast and memory-efficient algorithms
Journal: The American Journal of Human Genetics
DOI: 10.1016/j.ajhg.2025.05.002
Reference: Zabad S., Haryan C.A., Gravel S., Misra S., Li Y. (2025). Toward whole-genome inference of polygenic scores with fast and memory-efficient algorithms. The American Journal of Human Genetics 112, 1–19. https://doi.org/10.1016/j.ajhg.2025.05.002
Lyrics:
Verse 1
I watched the numbers flood the screen tonight,
Millions of tiny letters in a line.
Used to feel too heavy to hold tight,
Now they fit in memory like light.
Pre-Chorus
We folded the distance between A, C, G, and T,
Packed the echoes of linkage so clean.
Fast hands on the dial, steady heartbeat in the heat,
Turn the whole genome into something we can read.
Chorus
Compress it, count it, let it run—don’t wait,
Risk in the signal, not the storage weight.
From scattered hints to a full-song trace,
Whole-genome scores at a human pace.
Verse 2
Quantized shadows, then dequantize on the fly,
Triangular steps where the updates align.
Coordinate by coordinate, we climb,
Tens of millions—still on time.
Bridge
But if the matrix bends the wrong way, we feel it shake,
Non-PSD ghosts try to pull it out of place.
So we smooth the spectrum, keep the blocks awake,
Stability checks before we call it fate.
Final Chorus
Compress it, count it, let it run—don’t wait,
Risk in the signal, not the storage weight.
From modest machines to biobank scale grace,
Whole-genome scores—clearer lines, same chase.
