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Record W4312118169 · doi:10.1101/2022.12.23.521810

Type 2 diabetes susceptibility gene GRK5 regulates physiological pancreatic β-cell proliferation via phosphorylation of HDAC5 in mice

2022· preprint· en· W4312118169 on OpenAlexafffund
Shugo Sasaki, Cuilan Nian, Eric E. Xu, Daniel J. Pasula, Helena Winata, Sanya Grover, Dan S. Luciani, Francis C. Lynn

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2022
Typepreprint
Languageen
FieldMedicine
TopicPancreatic function and diabetes
Canadian institutionsBC Children's HospitalUniversity of British Columbia
FundersCanadian Institutes of Health ResearchManpei Suzuki Diabetes FoundationMichael Smith Health Research BCBC Children's Hospital
KeywordsBiologyEndocrinologyInternal medicinePancreatic isletsInsulin resistanceInsulinGlucose tolerance testIsletMedicine

Abstract

fetched live from OpenAlex

ABSTRACT Objective Diabetes onset is accompanied with β-cell deficiency, and thus restoring functional β-cell mass is a promising therapy for those with diabetes. However, the regulatory mechanisms controlling β-cell mass are not fully understood. Previously, we demonstrated that the transcription factor SOX4 is required for β-cell proliferation in the prediabetic state. To elucidate potential mechanisms by which SOX4 regulates β-cell mass, we performed RNA sequencing (RNA-seq) using pancreatic β-cell specific SOX4 knockout mice (βSOX4 KO). The RNA-seq revealed decreased expression of GRK5, a known type 2 diabetes susceptibility gene whose association with diabetes has not been fully elucidated. Therefore, we aimed to clarify the function of GRK5 in pancreatic β cells. Methods We generated a novel pancreatic β cell-specific GRK5 knockout mass (βGRK5 KO) and evaluated glucose tolerance and metabolic changes by body weight measurement, oral glucose tolerance test, and insulin tolerance test. The number of pancreatic β cells was quantified by immunohistochemistry. Glucose loading and Ca 2+ imaging was performed on isolated islets to evaluate insulin secretory capacity. To elucidate the mechanism of βGRK5 on β cell mass regulation, we performed RNA-seq of isolated islets and identified the signaling pathways that could be regulated by GRK5. Furthermore, in vitro experiments were conducted using human islets and mouse βGRK5 KO islets to clarify the direct effects of GRK5 on these pathways. Results βGRK5 KO islets showed impaired glucose tolerance and insulin secretion, but no change in body weight or insulin resistance, suggesting that the main cause of impaired glucose tolerance is impaired insulin secretion. Isolated islets showed no abnormalities in insulin secretory capacity or changes in calcium influx, but histologically showed a decrease in β cell mass. Consistent with the decreased β cell mass in βGRK5 KO, the cell cycle inhibitor gene Cdkn1a was upregulated in βGRK5 KO islets; this phenocopies the βSOX4 KO. Furthermore, we found that Grk5 positively regulates facultative increases in β cell mass through activity-dependent phosphorylation of HDAC5 and subsequent transcription of immediate early genes (IEGs) such as Nr4a1 , Fosb , Junb , Arc , Egr1 and Srf . Conclusions Our results suggest that GRK5 is associated with type 2 diabetes through regulation of β cell mass. GRK5 could become a potential target of cell therapy to preserve functional β cells during the progression towards frank diabetes.

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 score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.015
GPT teacher head0.226
Teacher spread0.210 · 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 routes2
Has abstractyes

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