ArticleAPL bioengineering2026
A vertically integrated system for tracking and assessing cell-cycle-aware phenotypes under confinement.
Article in APL bioengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
- Article
- A vertically integrated system for tracking and assessing cell-cycle-aware phenotypes under confinement.APL bioengineering · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Quantitative cell biology often examines migration and cell-cycle (CC) progression separately, limiting insights into their interplay under spatial constraints. Here, we present a vertically integrated platform combining multiplexed fluorescent reporters for CC phases, actin, and tubulin with photopatterned extracellular matrix islands of defined sizes, alongside an automated imaging pipeline (Fab2Mic) for high-throughput, live-cell tracking of migration and CC dynamics under planar confinement. Using HT1080 fibrosarcoma cells, we observed that planar confinement progressively reduced cell area and cytoskeletal spread, altered CC phase distributions, and increased abnormal CC events, including prolonged G1 and mitotic slippage, which is unique to confined conditions. Dynamic imaging revealed CC-dependent motility variations, with faster migration in G1. This system enables systematic, CC-aware mechanobiology studies under controlled confinement, providing access to dynamic phenotypes inaccessible to static assays and offering a scalable approach for mechanistic investigations and screening applications.
Identifiers
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.