ArticleNature communications2026
CALIPERS: Cell cycle-aware live imaging for phenotyping experiments and regeneration studies.
Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed.
- Article
- Article
- A vertically integrated system for tracking and assessing cell-cycle-aware phenotypes under confinement.APL bioengineering · 2026Article
- Fabrication of cell culture hydrogels by robotic liquid handling automation for high-throughput drug testing.Communications engineering · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
Cell-cycle progression is a major source of variability in live-cell phenotyping, yet imaging workflows still lack a general way to account for it alongside structural and functional readouts. Here we show CALIPERS (Cell-cycle-Aware Live-cell Imaging for Phenotyping Experiments and Regeneration Studies), an integrated framework that pairs a spectrally redesigned FUCCI reporter with continuous cell-cycle inference and flexible delivery strategies in human cells and stem-cell models. In epithelial cells, CALIPERS simultaneously images actin, tubulin, or calcium dynamics, phase-locks migration and proliferation, triggers mitosis-aware smart microscopy, and recovers fast calcium signals. In induced pluripotent stem-cell workflows, lentiviral and safe-harbor versions span pluripotent, lineage-restricted, and cardiac models. In cardiac organoids, CALIPERS tracks cell-cycle exit, tissue compaction, and calcium onset, and distinguishes productive proliferation from multinucleation and endoreplication. By making cell-cycle state an explicit, measurable variable, CALIPERS helps triage candidate regenerative interventions across diverse live-imaging assays.
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.