MétaCan
Menu
← Back to cohort
Record W7066450514

Hypoxia-Induced NPY1R And NPY5R Are Linked To Breast Cancer Progression And Can Be Antagonized With Commercially Available Inhibitors

2022· dissertation· en· W7066450514 on OpenAlexaboutno aff

Bibliographic record

VenueThe Atrium (University of Guelph) · 2022
Typedissertation
Languageen
FieldNeuroscience
TopicNeuropeptides and Animal Physiology
Canadian institutionsnot available
Fundersnot available
KeywordsImmune systemReceptorBreast cancerHypoxia (environmental)NeuropeptideCell typeMalignancyTumor microenvironment
DOInot available

Abstract

fetched live from OpenAlex

Neuropeptide Y (NPY) is the most abundant neuropeptide in the mammalian central and peripheral nervous system. It acts on the cardiovascular, digestive, immune, endocrine, nervous, and immune systems. Various NPY receptors (NPYRs) display elevated expression in different types of cancers, but NPY1R and NPY5R are the most highly expressed in breast tumours. Here, we investigate how hypoxia, a feature that drives malignancy in the tumour microenvironment, influences the activity of NPYRs. We show that NPY1R and NPY5R expression and activity are directly influenced by hypoxia inducible factors (HIFs) in both ER+ (MCF7) and ER- (MDA-MB-231) cell lines. We found that cells are more responsive to NPY5R stimulation in hypoxia compared to normoxia, leading to enhanced migration and proliferation. We demonstrate that we can impede these augmented responses through pharmacological inhibition of NPY1R in MDA-MB-231 and NPY5R in MCF7. We establish that these cellular responses occur in both cell monolayers and spheroids, which recapitulate the tumour microenvironment more closely. In line with this, we find that expression of NPY1R and NPY5R correlate with adverse patient outcomes in breast tissue samples from the Ontario Tumour Bank. This study reveals for the first time that hypoxia-induced NPYRs render cells more sensitive to NPY stimulation, and that this response can be impeded by blocking the receptors. Since breast tissue is highly innervated by the nervous system, and the expression of NPYRs correlate with negative patient prognosis, further research into antagonizing these receptors may aid in the development of novel therapeutics and personalized treatment plans.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.026
GPT teacher head0.252
Teacher spread0.226 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueThe Atrium (University of Guelph)→Same topicNeuropeptides and Animal Physiology→French-language works237,207→