Decoding the neural architecture of behavior.
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The most expensive mistake in zebrafish calcium imaging is not buying the wrong objective. It is building a system that…
The nose was never the whole story. For decades, olfactory receptors were treated as a closed system: molecular…
Your neural activity sonification project can fail before the first sound reaches the speakers. The usual culprit is…
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The most common failure in an olfactory GPCR internalization assay happens before the ligand ever reaches the cells…
A single fluorescence stack of a zebrafish larva's optic tectum contains thousands of dendritic arbors, each one a…
The tracking software works beautifully until the assay starts. Then the larvae disappear into glare, a stimulus change…
When you bite into a ripe strawberry, your tongue does not taste "strawberry." It registers a pattern of sugars, acids…
Axon guidance experiments fail at the same point more often than they fail at the microscope: the signal does not…
The cortex hums. Across the skull, populations of neurons oscillate at frequencies anyone who has closed their eyes in…
A zebrafish model can give you a beautifully clean sensory phenotype—or a beautifully clean readout of lighting…
A 3D-printed brain sculpture can fail long before the printer starts. The dataset may be scientifically sound, the mesh…
A live zebrafish brain is easy to image only after it stops moving. That is the bottleneck. If the larva drifts, bends…
A mammalian odorant receptor is a Type I GPCR that evolved inside an olfactory sensory neuron, where an entire support…
Neural data sonification before and after musical mapping reveals a basic engineering problem: the signal and the sound…
A larval zebrafish at 48 hours post-fertilization presents an imaging scientist with a quiet paradox: the photons…
A familiar problem appears halfway through a non-olfactory olfactory receptor project: the RNA-seq file contains a…
Habenular circuit mapping fails at the first bottleneck more often than at the microscope. If opsin expression is not…
The difficult part of turning neural activity into music is rarely the final sound. A synthesizer can respond to almost…
A light-sheet setup can give you a remarkably clean view of neural activity across a larval zebrafish brain—until the…
A single day of unilateral naris occlusion is enough to remodel part of the olfactory bulb. The first measurable change…
You've just walked out of the imaging room with a hard drive full of freshly minted GCaMP6f traces from a…
A larval zebrafish trigeminal assay fails for predictable reasons. The stimulus is poorly calibrated. The larva moves…
A chemosensory receptor does not switch from “on” to “off” when its ligand disappears. The decisive control point is…
When photons strike the retina, the resulting signals travel through the optic nerve and thalamus before reaching the…
A zebrafish olfactory assay fails when the stimulus is treated as a simple liquid exchange. It is not. The experiment…
You're staring at your hundredth confocal stack of zebrafish hindbrain, and you can describe every cell in your network…
The zebrafish olfactory bulb is a small organ with a difficult job. Roughly the size of a pinhead, it packs…
Every fluorescent trace tells two stories. One is the signal you want: a glomerulus lighting up as an odorant binds its…
Okay, so picture this: you've spent three weeks prepping your EEG pipeline, you've got a clean signal from your Muse…
A single residue shift of about 6 Å separates one sensory GPCR at rest from one in full activation. That distance is…
You've got the data. Maybe you spent three months injecting the right construct, raising your larvae to 6 days…
A mechanical lesion in a three-day-old zebrafish larva closes within roughly forty-eight hours. Within several days…
Many mammalian olfactory receptors do not fail in a heterologous assay because their ligand is unknown or their…
You can have a beautiful transgenic line, a healthy clutch, and a perfectly aligned light path—and still get the wrong…
A science-art exhibit can close the baseline interest gap between STEM and non-STEM adults in a single visit. That…
A zebrafish behavior assay can produce thousands of frames in a single session, but raw video is not yet a measurement…
Your larval zebrafish are swimming, the stimulus streams look beautifully separated, and the tracking software is…
You have a spinal cord roughly 300 microns wide. It contains hundreds of interneuron subtypes making thousands of…
Neural data does not arrive in a form that music can immediately understand. An EEG trace is a changing voltage…
Your calcium movie looks clean until you ask the uncomfortable question: are those neural signals from the larva, or…
A single odorant molecule contacting an olfactory sensory neuron does not enter a clean relay. It enters a sequence of…
Neuronal migration is not a quiet relocation from one point in the brain to another. It is a sequence of decisions made…
A brain wave music project usually fails before the first note plays. The headset loses contact, the signal fills with…
A confocal stack can look perfect and still be analytically unusable. Fluorescent reporters are firing across the optic…
Detecting olfactory receptors outside the olfactory epithelium is less like finding a bright signal than like…
You're staring down the scope at a perfectly prepped stripe assay — alternating lanes of netrin-1 and BSA, your…
A 22% drop in salivary cortisol. A 30% reduction in interleukin-6. A 28% decline in TNF-alpha. These are not…
Brain data has a shape problem. The electrical chatter of neurons — the slow drift of cortical oscillations, the crisp…
You can have a beautiful zebrafish brain movie, a stable preparation, and a perfectly healthy-looking larva—and still…
A single bolus of capsaicin injected into deep craniofacial tissue drops the mechanical activation threshold of…
The habenulo-interpeduncular pathway is a compact tract with an unusually large interpretive burden. In zebrafish, the…
A light-sheet zebrafish brain protocol can fail before the microscope ever starts collecting data. The usual culprit is…
A larval zebrafish can discriminate between two chemical cues delivered 100 µm apart—across paired nasal cavities…
A range of 80 to 97 percent. That is the decline in insect populations represented by a prominent ecological…
During a fast volumetric calcium scan, a larval zebrafish twitches — a reflex adjustment, a momentary flex in a quiet…
You've pulled the fish out of the tank, you've pipetted what should be a perfect bolus of indicator into the naris…
You can record calcium activity across the entire larval brain. That part is solved. The harder problem is assigning…