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Record W3169449872

Characterization of physicochemical properties of pan-frying bacon fat and its potential effects on breast cancer progression

2020· dissertation· en· W3169449872 on OpenAlexaboutno aff

Bibliographic record

VenueIDEALS (University of Illinois Urbana-Champaign) · 2020
Typedissertation
Languageen
FieldMedicine
TopicNutritional Studies and Diet
Canadian institutionsnot available
FundersWorld Cancer Research FundUniversity of Illinois at Urbana-Champaign
KeywordsBreast cancerCancerCharacterization (materials science)Food scienceMedicineInternal medicineChemistryNanotechnologyMaterials science
DOInot available

Abstract

fetched live from OpenAlex

Breast cancer (BC) is the most commonly diagnosed cancer among women in the US. Approximately 1 in 8 women would be diagnosed with BC in their lifetime. The incidence of BC varies around the world, and the age-standardized rate doubles in some developed countries like the US, Canada, Australia, when compared with countries in East Asia. Epidemiology studies demonstrated that environmental factors play an important role in the risk of the onset and progression of BC. Among environmental factors, diet is considered one of the most important and most modifiable risk factors. It is intriguing to investigate the differences between dietary intake in the western world and other parts of the world and to find the correlation between diet and the incidence and development of BC. A Western pattern diet is generally characterized by high intake of red meat, processed meat, high-fat dairy products, and high-sugar drinks. Fats account for approximately 35% of the average American’s caloric intake. Therefore, it is important to address the relationship between fat consumption and health.\nThe overall objective of this project was to characterize bacon fat chemically and to investigate the impact of a bacon fat diet on breast cancer progression in vivo. Our central hypothesis was that consumption of bacon fat would impact breast cancer pathophysiology, and it may accelerate the progression of breast cancer.\nThe first specific aim was to characterize bacon fat (BF) and compare it with lard and fat extracted from bacon. Bacon was pan-fried under controlled conditions, and BF was collected for chemical analysis and animal feed. Soxhlet extraction was used to extract lipid from fried bacon, and the lipid content was calculated. Fatty acid composition and cholesterol concentration were determined by GC-MS and UPLC-ESI-MSMS, respectively. Lard was utilized as a control because bacon fat and lard are both lipids from pig; however, during processing of bacon, the meat undergoes curing and salting, whereas lard is rendered from the fatty tissue of the pig.\nThe second specific aim was to evaluate the effects of a low-fat bacon fat diet on breast cancer progression in preclinical (murine) models, including the impact on primary tumor growth and metastatic potential. The syngeneic allograft mouse model BALB/c mouse strain and FVB mouse strain were selected. In each preclinical study, mice were randomly placed on diets with lard (5% fat from lard, 5% lipid from soybean oil), bacon fat (5% BF, 5% lipid from soybean oil), or a control diet with no expected cholesterol, where lipid content was matched with soybean oil (10% soybean oil). The completed preclinical study includes five parts: 1) Dietary effect of BF on orthotopic primary tumor growth. 2) Dietary effect of BF on breast cancer metastasis and survival on syngeneic BALB/c mice. 3) Dietary effect of BF on breast cancer metastasis on FVB mice and the effect of cholesterol uptake inhibitor. 4) Short-term dietary effect of BF on breast cancer metastasis in BALB/c mice. The mice were euthanized three days after breast cancer cell engraftment to measure the acute response in the tumor microenvironment, including macrophages, neutrophils, and T cells in the pre-metastatic lung. 5) Long term effect of BF on breast cancer metastasis on BALB/c mice.\nThe major findings of this dissertation were:\n(1) Pan-fried BF has an altered fatty acid profile and increased oxysterol 7a/b-\nhydroxycholesterol compared with uncooked lard. High temperature pan-frying induced\nlipid oxidation, including fatty acid oxidation and cholesterol oxidation in bacon fat.\n(2) Consumption of bacon fat increased breast tumor growth and increased distal metastasis.\nThus, it is associated with shorter survival in breast cancer-bearing mice. (3) Consumption of lard increased metastasis compared with a cholesterol-free diet, and the metastatic burden was further increased by the bacon diet. The cholesterol uptake inhibitor Ezetimibe attenuated metastasis increased by the bacon fat-containing diet.\n(4) Myeloid infiltration increases in premetastatic lungs in bacon diet compared to control diet; T cell infiltration in metastatic lungs is altered in mice fed a bacon fat-containing diet compared to control diet. Distal metastasis was observed in both lung and bone, and metastasis increased in mice fed a bacon fat-containing diet.\nIn conclusion, this dissertation demonstrated the lipid composition differences between BF and uncooked lard; and that consumption of bacon fat increased breast cancer tumor growth and metastasis in preclinical models.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.150
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0000.000

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 head0.011
GPT teacher head0.226
Teacher spread0.214 · 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 teacher head, 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
Published2020
Admission routes1
Has abstractyes

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