Evidence map›Paper›PMID 40012834›Full record

ArticleFrontiers in systems biology2024

A review of mathematical modeling of bone remodeling from a systems biology perspective.

Carley V Cook, Ariel M Lighty, Brenda J Smith, Ashlee N Ford Versypt

Abstract read
In one paragraph

Article in Frontiers in systems biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Review
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  12. Exploring the Potential ofInternational journal of medical sciences · 2025
    Review
  13. Article
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

4 authors.

Carley V CookDepartment of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, United States.
Ariel M LightyDepartment of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, United States.
Brenda J SmithIndiana Center for Musculoskeletal Health, School of Medicine, Indiana University, Indianapolis, IN, United States.
Ashlee N Ford VersyptDepartment of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, United States.

Funding

Quantitative Systems Biomedicine and Pharmacology for Multiscale Tissue DamageR35GM133763 · NIGMS · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Ashlee Nicole Ford Versypt · 2019 to 2026
$2.7M
Prebiotic Activity of Tart Cherry and the Immunoregulation of Bone HomeostasisR15AT010725 · NCCIH · OKLAHOMA STATE UNIVERSITY STILLWATER · PI CLARKE, STEPHEN L · 2020 to 2021
$583k
Mathematical Modeling of the Impacts of Prebiotic Dietary Intervention on Immunomodulation During Estrogen DeficiencyR21AG077640 · NIA · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI FORD VERSYPT, ASHLEE NICOLE · 2023 to 2024
$454k
NCCIH NIH HHS R15 AT010725NIA NIH HHS R21 AG077640NIGMS NIH HHS R35 GM133763
6 · The paper itself

Abstract

Bone remodeling is an essential, delicately balanced physiological process of coordinated activity of bone cells that remove and deposit new bone tissue in the adult skeleton. Due to the complex nature of this process, many mathematical models of bone remodeling have been developed. Each of these models has unique features, but they have underlying patterns. In this review, the authors highlight the important aspects frequently found in mathematical models for bone remodeling and discuss how and why these aspects are included when considering the physiology of the bone basic multicellular unit, which is the term used for the collection of cells responsible for bone remodeling. The review also emphasizes the view of bone remodeling from a systems biology perspective. Understanding the systemic mechanisms involved in remodeling will help provide information on bone pathology associated with aging, endocrine disorders, cancers, and inflammatory conditions and enhance systems pharmacology. Furthermore, some features of the bone remodeling cycle and interactions with other organ systems that have not yet been modeled mathematically are discussed as promising future directions in the field.

Indexed as

agent-based modelingbasic multicellular unitbone cellsbone chemical signalingbone remodeling cycledifferential equationsmechanistic modelingosteoimmunology

Identifiers

PMID40012834
PMCPMC11864782

What OpenQuestion holds

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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 OpenQuestion graph.