Evidence map›Paper›PMID 37243841›Full record

ArticleBulletin of mathematical biology2023

A Mathematical Model of the Disruption of Glucose Homeostasis in Cancer Patients.

Noah Salentine, Jonathan Doria, Chinh Nguyen, Gabriella Pinter, Shizhen Emily Wang, Peter Hinow

Open access · greenAbstract read
In one paragraph

Article in Bulletin of mathematical biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.3field-weighted citation impact, top 37% of its field
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

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. GLR in Colorectal Cancers: An Easily Accessible Prognostic Marker.International journal of general medicine · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Noah SalentineDepartment of Mathematical Sciences, University of Wisconsin - Milwaukee, PO Box 413, Milwaukee, WI, 53201, USA.
Jonathan DoriaDepartment of Mathematical Sciences, University of Wisconsin - Milwaukee, PO Box 413, Milwaukee, WI, 53201, USA.
Chinh NguyenDepartment of Mathematical Sciences, University of Wisconsin - Milwaukee, PO Box 413, Milwaukee, WI, 53201, USA.
Gabriella PinterDepartment of Mathematical Sciences, University of Wisconsin - Milwaukee, PO Box 413, Milwaukee, WI, 53201, USA.
Shizhen Emily WangDepartment of Pathology, University of California San Diego, La Jolla, CA, 92093, USA.
Peter HinowDepartment of Mathematical Sciences, University of Wisconsin - Milwaukee, PO Box 413, Milwaukee, WI, 53201, USA. hinow@uwm.edu.ORCID 0000-0001-5875-1470
University of Wisconsin–Milwaukee · USUniversity of California San Diego · US

Funding

Role of breast cancer-secreted miRNA in directing a stromal metabolic plasticityR01CA218140 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WANG, SHIZHEN EMILY · 2017 to 2021
$2.4M
Role of breast cancer secreted miRNA in brain metastasisR01CA266486 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Shizhen Emily Wang · 2022 to 2026
$2.2M
NCI NIH HHS R01 CA218140NCI NIH HHS R01 CA266486
6 · The paper itself

Abstract

In this paper, we investigate the disruption of the glucose homeostasis at the whole-body level by the presence of cancer disease. Of particular interest are the potentially different responses of patients with or without hyperglycemia (including diabetes mellitus) to the cancer challenge, and how tumor growth, in turn, responds to hyperglycemia and its medical management. We propose a mathematical model that describes the competition between cancer cells and glucose-dependent healthy cells for a shared glucose resource. We also include the metabolic reprogramming of healthy cells by cancer-cell-initiated mechanism to reflect the interplay between the two cell populations. We parametrize this model and carry out numerical simulations of various scenarios, with growth of tumor mass and loss of healthy body mass as endpoints. We report sets of cancer characteristics that show plausible disease histories. We investigate parameters that change cancer cells' aggressiveness, and we exhibit differing responses in diabetic and non-diabetic, in the absence or presence of glycemic control. Our model predictions are in line with observations of weight loss in cancer patients and the increased growth (or earlier onset) of tumor in diabetic individuals. The model will also aid future studies on countermeasures such as the reduction of circulating glucose in cancer patients.

Indexed as

Diabetes MellitusDiabetes Mellitus, Type 2HyperglycemiaInsulin ResistanceNeoplasmsBlood GlucoseGlucoseHomeostasisHumansInsulinMathematical ConceptsModels, BiologicalModels, TheoreticalBlood GlucoseGlucoseInsulinCancerGlucose metabolismInsulin resistance

Identifiers

PMID37243841
PMCPMC10435318
OpenAlexW4378533286

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.