Evidence map›Paper›PMID 41988076›Full record

ArticleBiophysics and physicobiology2026

Modeling of viscous frictional force in multicellular morphogenesis.

Hiroshi Koyama, Yasuhiro Inoue

Abstract read
In one paragraph

Article in Biophysics and physicobiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Hiroshi KoyamaDivision of Embryology, National Institute for Basic Biology, Okazaki, Aichi 444-8787, Japan.
Yasuhiro InoueDepartment of Micro Engineering, Kyoto University, Kyoto 615-8540, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In morphogenesis, mechanical forces are the fundamental drivers of tissue deformation. To elucidate the principles governing this process, a thorough understanding of these forces is indispensable, and mathematical models are invaluable tools for this purpose. Various models have been developed, including vertex models suitable for representing epithelial cell mechanics, cell particle models for simulating the dynamics of large cell populations, and deformable cell models for describing complicated cell shapes. In these models, the motion of the objects is usually assumed to be overdamped by viscous friction. The viscous frictional forces are likely provided by liquid medium or body fluid, and they are also exerted in cell-cell and cell-extracellular matrix contacts. Furthermore, if these components, including the ECM, are in motion, the viscous frictional forces are affected by their motions. Because there seems to be little consensus on how to model the viscous frictional forces, we organize and review them in this article where we exemplified the vertex model and the particle model.

Indexed as

cell particle modelECM dynamicsvertex model

Identifiers

PMID41988076
PMCPMC13077111

What Socratic holds

Textmetadata
LicenceCC BY-NC-SA
Read underepoch 390

Registered trials

None linked

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.