A Bioluminescent Ca<sup>2+</sup> Indicator Based on a Topological Variant of GCaMP6s
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Fluorescent genetically encoded calcium ion indicators (GECIs) enable Ca 2+ dynamics to be monitored in a diverse array of cell types and tissues. One drawback of green fluorescent GECIs, such as the widely used GCaMP6, is that the blue wavelengths of light used to excite the GECI also activate optogenetic actuators such as channelrhodopsins. Accordingly, it is particularly challenging simultaneously to use both optogenetic actuators and GECIs to both control and image cell signaling. Bioluminescence is an alternative imaging modality that circumvents this problem by avoiding the need for illumination for fluorescence excitation. Here, we report the development of a bioluminescent GECI, designated LUCI‐GECO1, based on efficient bioluminescent resonance energy transfer (BRET) between the NanoLuc luciferase and a topological variant of GCaMP6s. LUCI‐GECO1 is a sensitive ratiometric GECI that retains the highly optimized properties of GCaMP6s, as we demonstrate by imaging of chemically and optogenetically induced Ca 2+ concentration changes in cultured cells and neurons.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it