Evidence map›Paper›PMID 41959093›Full record

ArticlebioRxiv : the preprint server for biology2026

Model recapitulates regenerative limb blastema formation through local softening of the wounded epithelium.

Samantha Finkbeiner, Ansa Brew-Smith, Xueqing Wang, Dzi Tsiu Fu, James Monaghan, Calina Copos

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

6 authors.

Samantha FinkbeinerDepartment of Biology, Northeastern University.ORCID 0009-0006-2527-9804
Ansa Brew-SmithDepartment of Mathematics, Northeastern University.ORCID 0009-0000-1494-1280
Xueqing WangDepartment of Mathematics, Northeastern University.
Dzi Tsiu FuDepartment of Biology, Northeastern University.ORCID 0009-0003-7624-6613
James MonaghanDepartment of Biology, Northeastern University.ORCID 0000-0002-6689-6108
Calina CoposDepartment of Biology, Northeastern University.ORCID 0000-0002-8006-4834

Funding

Mechanisms of skeletal patterning during limb development and regenerationR01HD099174 · NICHD · NORTHEASTERN UNIVERSITY · PI MONAGHAN, JAMES R · 2020 to 2024
$1.6M
NICHD NIH HHS R01 HD099174
6 · The paper itself

Abstract

Studies of appendage regeneration in vertebrates have shown that the fundamental building block of any regenerative tissue is a blastema. The blastema is a cone-shaped accumulation that forms at the site of amputation post wound-healing and is the result of a highly coordinated process involving a cluster of cells capable of growth, migration, and differentiation. Although several key signaling pathways involved in regeneration have been identified, which cellular processes they control and how these processes are coordinated across space and time are not yet fully understood. This study introduces a computational tool to examine how the outgrowth results from the interaction of two tissue layers: the bulk (mesenchyme) and the overlying epithelium. We developed a novel hybrid agent-based modeling framework and an accompanying parameter inference pipeline to uncover the cellular properties in the epithelium and the mesenchyme driving the formation of a normal regenerative blastema with a morphology similar to that observed in experiments. Using our model, we report two conditions for blastema formation: retained local softening of the epithelial layer at the site of injury, which was confirmed experimentally with atomic force microscopy (AFM) measurements, and the involvement of the Wnt signaling pathway in the directed migration of mesenchyme cells towards the distal tip. Taken together, this combined experimental-theoretical approach provides a framework for understanding how the Wnt signaling pathway influences the formation of the early blastema at multiple levels of organization and how key cellular behaviors contribute to its formation.

Indexed as

agent-based modelAmbystoma mexicanumcomputational modelingregenerationtissue mechanicsWnt

Identifiers

PMID41959093
PMCPMC13060823

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.