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P.167: Gene Expression and Function in Pig Islets From One-day-old Pigs

2021· article· en· W3215852405 on OpenAlexaffabout
Kieran Purich, Jim Wickware, Thomas Williams, Adnan Black, Gina R. Rayat

Bibliographic record

VenueTransplantation · 2021
Typearticle
Languageen
FieldMedicine
TopicPancreatic function and diabetes
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsGLUT2IsletBiologyInsulinXenotransplantationInternal medicineTransplantationEndocrinologyCell biologyMolecular biologyGlucose transporterMedicine

Abstract

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Introduction: Islet transplantation is a budding alternative treatment for type 1 diabetics. A potential solution to the limited number of human pancreas donors is pig islet xenotransplantation. Limited study has been performed on pig islet cell signaling pathways, which may differ from the mechanisms seen in humans. We have identified molecules involved in the insulin secretion pathway, including the glucose transporter GLUT2, GTPase RAC1, which is involved in F-actin remodeling in islet cells, and SNAP25, a protein involved in insulin release. We evaluated these molecules across different days of culture in neonatal pig islets. We also quantified the gene expression of common cadherins associated with cell-cell adhesion and islet function as determined by insulin secretion. Method: Islets from 1-day-old pigs (n=3) were isolated and samples collected on days 0, 3, 5 and 7 of culture to quantify GLUT2, SNAP25, RAC1, E-, N- and VE-cadherin gene expression by qRT-PCR. Immunofluorescence staining was performed to localize protein expression. Static glucose stimulation insulin secretion assays (GSIS) and ELISA were used to quantify the ability of these islets to secrete insulin under conditions containing low glucose, high glucose and high glucose with KCl. Kruskal-Wallis testing was completed with GraphPad Prism software. Results: Qualitatively, the islets developed visible membranes and had fewer contaminating exocrine cells as they moved from 0 to 7 days in culture. E-cadherin, SNAP25 and GLUT2 all peaked on day 5 of culture, correlating with when islets formed a distinct spherical structure in-vitro. N-cadherin consistently rose, peaking at day 7 of culture. VE-cadherin was highest at day 0 and decreased with a linear trend. RAC1 gene expression decreased from day 0, remaining stable between days 5 and 7. P-values are indicated in Figure 1. Preliminary immunofluorescence staining showed co-localization of SNAP25 and insulin at all-time points. The amount of insulin secreted in low vs high glucose settings was similar without KCl, and as expected, the amount of insulin secreted when islets were cultured in high glucose with KCl was greater. Kruskal-Wallis testing demonstrated significant differences amongst GSIS groups (Figure 2). Discussion/Conclusion: Our data demonstrates variation in the gene expression of our molecules of interest across 7 days of culture. Our immunofluorescence results demonstrate that SNAP25 colocalized with insulin, suggesting their proximity in islet cells. Our results also demonstrate the limited ability of glucose to stimulate islets from 1-day-old pigs at 7 days of culture. This is different than results seen previously in our lab suggesting islets from 7-day-old pigs at 7 days of culture secrete greater amounts of insulin when exposed to high glucose conditions. These findings may be important for the development of pig islets in vitro and warrant further investigation.Royal College of Physicians and Surgeons of Canada (RCPSC) - Clinician Investigator Program. Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery Grant. Canadian Institutes of Health Research (CIHR) - Canadian Graduate Scholarships - Master’s Program. Walter H. John’s Graduate Fellowship (University of Alberta). Alberta Graduate Excellence Scholarship (AGES).

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 score0.002
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
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.019
GPT teacher head0.239
Teacher spread0.220 · 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".

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Citations0
Published2021
Admission routes2
Has abstractyes

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