Evidence map›Paper›PMID 42447144›Full record

ArticlePLoS computational biology2026

Application of a uniaxial force by pulling the skin around the mammary gland may affect the orientation of the ducts and the length of the mammary ductal network: Findings from computational modeling and laboratory experiments.

Daisy Ulloa, Kelsey M Teeple, Sara B Scinto, Wonders O Ogundare, Deloris D Franklin, Theresa M Casey, Uduak Z George

Abstract read
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Article in PLoS computational 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.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Daisy UlloaDepartment of Mathematics and Statistics, San Diego State University, San Diego, California, United States of America.
Kelsey M TeepleDepartment of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America.
Sara B ScintoDepartment of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America.
Wonders O OgundareDepartment of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America.
Deloris D FranklinDepartment of Mathematics and Statistics, San Diego State University, San Diego, California, United States of America.
Theresa M CaseyDepartment of Animal Sciences, Purdue University, West Lafayette, Indiana, United States of America.
Uduak Z GeorgeDepartment of Mathematics and Statistics, San Diego State University, San Diego, California, United States of America.ORCID https://orcid.org/0000-0003-2208-3671

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The orientation of the epithelial ducts determines the overall shape of the ductal network in the mammary gland. However, how the orientation of the duct is specified is not well understood. This study examined if an externally applied tensional force alters the orientation of the epithelial ducts during puberty, in vivo. In the first experiment, uniaxial forces were applied continuously to mouse mammary glands from 5-7 weeks of age, that is, during pubertal formation of the epithelial ductal network. The uniaxial forces were applied by pulling and adhering the skin around the nipple of the right abdominal number four mammary glands (n = 10; TENSION). For experiment two, the uniaxial force was applied from 5-6 weeks of age, and glands from half the mice (n = 10/group; TENSION and control (CTL)) were collected. In the remaining mice, the application of force was removed at 6 weeks from the TENSION group, and then the glands were collected at 7 weeks of age (n = 10/group; TENSION and CTL). This pulling force on the right gland made the left abdominal number four gland also experience a contralateral (CONTRA) force. Following dissection, whole mounts were prepared, and panoramic images were captured. The ductal network in the images was skeletonized and straightened along the longitudinal midline to capture the length of the ductal network without bias from its curvature. Findings indicated that there was no difference in ductal area in either experiment, but the length of the ductal network was increased in the TENSION and CONTRA mammary glands compared to CTL (p < 0.05) when uniaxial force was applied from 5-7 weeks. Moreover, the orientation of the ducts in the TENSION and CONTRA mammary glands was altered compared to CTL (p < 0.05) in both experiments. In-silico simulations of the ductal network formation using a branching and annihilating random walk model predicted that the increased length of the ductal network may have resulted from changes in the orientation of the epithelial ducts. Thus, it is likely that mechanical forces regulate the orientation of ductal branches in vivo.

Indexed as

Mammary Glands, AnimalModels, BiologicalAnimalsBiomechanical PhenomenaComputational BiologyComputer SimulationFemaleMiceStress, Mechanical

Identifiers

PMID42447144
PMCPMC13384402

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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.