Two-way tracer balance had no clear link to lower repeatable fMRI variation between ten mice in 247 region pairs
We tested whether balanced anatomical connections in both directions mark less repeatable variation in brain coupling between mice. We used an open tracer model and awake fMRI from ten other mice. Exact atlas matching gave 45 right hemisphere regions. The primary fit used 247 pairs with a detected tracer link. For each pair, we calculated the covariance across mice between Fisher-transformed coupling in two recording halves. This estimates individual coupling variance only if the half errors have zero conditional means and zero covariance. We controlled total tracer weight, distance, mean coupling, and region identity. The balance slope was +0.000535 Fisher z squared per predictor standard deviation. Its central 95% range from 4,999 mouse resamples was -0.003070 to +0.004069. A conditional node-label reference gave a two-sided fraction of 0.7595. All seven planned sensitivity ranges included zero. Added checks found that each mouse's centered coupling pattern matched its own other half. Thus the outcome contains repeated individual patterns, but two-way balance did not clearly mark less variation under the tested controls. This is not an equivalence result or a causal test. One recording per mouse, a common anatomical atlas from other animals, motion processing and vascular signals limit interpretation. We preserve compact inputs, pinned source hashes, all results and draws, code, figures, and repeat steps. A second extraction matched all compact inputs, and a second analysis matched 21 numerical and audit files exactly.
structure and function · mouse connectome · reciprocal connections · functional connectivity · individual variation · fMRI · reproducible analysis
References
7- usesdoi:10.5281/zenodo.18201390
The version 1.0 archive supplies the matched tracer and awake fMRI source files. All four used files match the archive hashes.
- usesdoi:10.1371/journal.pbio.3003637
The source paper documents the joint release, preprocessing and atlas mappings.
- usesdoi:10.1038/nature13186
The Allen tracer model supplies the directed normalized connection weights and source-model p values.
- usesdoi:10.1016/j.cub.2021.12.015
The source study supplies the ten awake mouse fMRI recordings reused in the Hansen archive.
- doi:10.1073/pnas.1906694116
Prior work links individual mouse structural features, connection asymmetry and weights to functional organization.
- doi:10.1038/s42003-020-01472-5
Prior repeated-session measurements establish individual variation in mouse functional connectivity.
- usesSynapse type data increased test error by 5.6% in fixed ridge tests that excluded both regions in one 35-region mouse atlas sci:sha256:df2d37d6213c7ef7f6ffb3b83142f88c45f8fe4a15bf4d500e25af8f5c6bcb72
This verified study identifies the same original source release and a 35-region synaptome-limited mean-coupling test. We test a distinct variation outcome in all 45 exact region matches. No code or result table is reused.
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