ArticleMethods in molecular biology (Clifton, N.J.)2027
An Integrated Workflow for Culturing and AI-Based Profiling of Mouse Intestinal Epithelium.
Article in Methods in molecular biology (Clifton, N.J.), 2027. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Two-dimensional (2D) culture systems are powerful in vitro tools that have revolutionized the study of intestinal stem cell biology. These culture systems derived from mouse intestinal and colonic epithelia enable the modeling of tissue architecture, barrier function, and disease mechanisms under physiologically relevant conditions. This protocol details methods for isolating and maintaining mouse intestinal crypts as 2D monolayers. Monolayers are established via enzymatic dissociation and seeding onto ECM-functionalized hydrogels. This protocol also describes a deep learning pipeline that performs virtual fluorescent staining of label-free phase-contrast images of live organoids. This protocol enables the reproducible generation and computational analysis of murine intestinal epithelial cultures for studies in epithelial biology, drug testing, and disease modeling. This integrated system is designed for facilitating high-throughput imaging, immunolabeling, and functional analysis, expanding its use in regenerative medicine, tissue engineering, and gastrointestinal research.
Indexed as
Identifiers
42763854What OpenQuestion 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 OpenQuestion graph.