June 07, 2026

The Software Was Named After a Pun, and the Science Behind It Is Even Better

Okay, buckle up, because the first weird thing about this paper hits before you even reach the abstract: the tool is called Track2p. That is a wink at Suite2p, the workhorse software half the neuroscience world uses to find neurons in their microscope movies. Naming your new method like the sequel to everyone's favorite software is either supreme confidence or a dare. Spoiler: the team earned it.

Okay, buckle up, because the first weird thing about this paper hits before you even reach the abstract: the tool is called Track2p. That is a wink at Suite2p, the workhorse software half the neuroscience world uses to find neurons in their microscop

The brains behind it, led by Rosa Cossart's lab in Marseille, set out to solve a problem that sounds simple and absolutely is not: how do you watch the same neurons, day after day, in a brain that is literally growing under your microscope?

Imagine Tagging Fish in a Pond That Keeps Getting Bigger

Here is the ride these scientists were trying to film. In a newborn mouse, the cortex is exploding with growth. Cells shift. The tissue swells. The whole landscape warps like a theme park that rebuilds its own tracks overnight. Now try to point a microscope at a few hundred specific neurons on Monday and find those exact same neurons on Friday. Not similar ones. The same ones.

For years, tracking neurons across sessions in adult, settled brains was already a headache, and clever tools existed for it (Sheintuch et al., 2017, PMCID PMC5828693). But a developing brain refuses to hold still. Every day the field of view drifts and stretches, so yesterday's map is useless today. Most labs just gave up on following individuals and tracked the crowd instead, which is like reviewing a roller coaster by counting how many people screamed without knowing who they were.

The Two-Step Trick

Track2p's solution is almost cheeky in its simplicity. Instead of trying to leap from day one to day seven in a single heroic bound, it hops one day at a time.

Step one: correct for the growth. The software registers each day's image against the next, warping the picture so the swelling brain lines up. Step two: match the cells, using the fact that the same neuron should physically overlap with itself on back-to-back days. Do that down the whole chain, and you can follow a single neuron across an entire postnatal week. The team checked it against neurons matched by hand, and Track2p held up beautifully across several hundred cells.

It is the difference between memorizing a stranger's face from across a stadium versus following them seat by seat. Small steps, no drama, way more reliable.

And Then the Brain Did Something Cool on Day 11

Now for the payoff, because a tracking tool is only as exciting as what it lets you see. When the researchers watched their tagged neurons in the barrel cortex (the patch that handles whisker touch) across the second postnatal week, they caught a genuine plot twist.

Early on, the baby cortex fires in big synchronized bursts, like a stadium doing the wave, whole crowds of neurons whooping together in tidy, spatially organized waves. Then, right around postnatal day 11, the choreography breaks apart. Activity rates climb, the synchrony drops, and neurons start firing in more independent, decorrelated patterns. Even better, their activity begins to track the animal's arousal state, whether the pup is drowsy or alert (arousal modulation of sensory cortex, PMID 29562173).

In plain terms: the brain stops doing group calisthenics and starts paying attention to the outside world. That shift from "we all fire together" to "I fire based on what's happening right now" is a foundational moment in how a cortex grows up. And because Track2p followed the same cells through it, we know this is a real transition in individual neurons, not just an illusion from sampling a different crowd each day.

Why You Should Care (Beyond It Being Neat)

Catching the exact day a developmental switch flips is not just trivia. Many neurodevelopmental disorders are thought to involve mistimed or misrouted circuit wiring early in life. If you can chart the normal trajectory of individual neurons with this kind of precision, you can start spotting where a trajectory veers off course. Track2p is open-source and free on GitHub, which means any lab can grab it and start mapping their own developmental roller coasters tomorrow.

A pun-named piece of software just gave us a front-row seat to a baby brain waking up to the world. Not a bad day at the lab.

References

  • Majnik, J., Mantez, M., Zangila, S., Bugeon, S., Guignard, L., Platel, J.-C., & Cossart, R. (2025). Longitudinal tracking of neuronal activity from the same cells in the developing brain using Track2p. eLife. DOI: 10.7554/eLife.107540 | PMCID PMC12695024
  • Sheintuch, L., et al. (2017). Tracking the Same Neurons across Multiple Days in Ca2+ Imaging Data. Cell Reports. PMCID PMC5828693
  • Vinck, M., et al. (2015/2018). Effects of Arousal on Mouse Sensory Cortex Depend on Modality. PMID 29562173

Disclaimer: The image accompanying this article is for illustrative purposes only and does not depict actual experimental results, data, or biological mechanisms.