Development of novel therapeutic agents designed to enhance insulin secretion through activation of the trace amine-associated receptor 1 (TAAR1)
Bibliographic record
Abstract
Produced in the pancreas, insulin is widely considered the most important hormone involved in metabolic homeostasis. Diabetes mellitus (DM) is a chronic metabolic disease affecting 537 million people worldwide which results from a defect in insulin action, secretion, or both. Over time, existing antihyperglycemic treatments designed to control type 2 DM (T2DM) typically become ineffective due to changes in disease progression including weight gain and increased insulin resistance, highlighting the importance for the continued development of new therapeutic agents which exert their effects through diverse/ novel mechanisms. Trace amine-associated receptor 1 (TAAR1) is a G protein-coupled receptor located in the brain, stomach, intestines and pancreatic β-cells which has roles in mediating neurodegenerative and metabolic disorders. Although most of the existing research into TAAR1 agonists has focused on their role within the central nervous system for application in schizophrenia treatments, studies have identified activation of pancreatic TAAR1 enhances insulin secretion, thus TAAR1 is a promising target for novel antihyperglycemic treatments for T2DM. This thesis reports the rational design, synthesis and pharmacological evaluation of a series of ligands intended to exhibit a peripherally restricted TAAR1 agonist profile, based on N-((1H-imidazol-4-yl)methyl)-4-chloro-N-isopropylaniline (RO5073012, 59), as part of a structure activity relationship study. The analogues are computationally predicted to be substrates of the P-glycoprotein transporter and experimentally predicted to have low blood brain barrier permeability through immobilised artificial membrane reversed-phase high performance liquid chromatography, preventing the likelihood of inducing potential undesired on-target effects. The data obtained from high range rat insulin enzyme-linked immunosorbent assays (Mercodia) shows that the novel analogues enhance insulin secretion in control and glucolipotoxicity conditions designed to mimic an environment typically associated with patients with poorly controlled T2DM. We also demonstrate that one compound, N-((1H-imidazol-2-yl)methyl)-4-chloro-N-isopropylaniline (76c), upregulates the secondary messenger cyclic adenosine monophosphate (cAMP) using the cAMP select ELISA (Cayman Chemical). This suggests 76c mediates its therapeutic effects via TAAR1 thus indicating a potential role for these molecules as novel therapeutic agents in the treatment of T2DM.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".