Tc-43/GPR75_Inhibitor_Designs_GA-II
GPR75 Inhibitor Designs — Technetium GA-II 139 small molecules generated de novo by the Technetium TC-43.ai engine (GA-II), conditioned on the extracellular vestibule of GPR75, a first-in-class anti-obesity target. Each molecule was constructed against this pocket rather than selected from a compound library — docking (AutoDock Vina) came afterwards, to place and score the generated molecules in the site. Each is docked into a rigid receptor afterwards and supplied as a full… See the full description on the dataset page: https://huggingface.co/datasets/Tc-43/GPR75_Inhibitor_Designs_GA-II.
GPR75 Inhibitor Designs — Technetium GA-II
139 small molecules generated de novo by the Technetium `TC-43.ai` engine (GA-II), conditioned on the extracellular vestibule of GPR75, a first-in-class anti-obesity target. Each molecule was constructed against this pocket rather than selected from a compound library — docking (AutoDock Vina) came afterwards, to place and score the generated molecules in the site. Each is docked into a rigid receptor afterwards and supplied as a full protein–ligand complex.
GPR75 is unusual: its orthosteric pocket is sealed shut. This design set therefore targets a non-orthosteric vestibule site defined from the experimental cryo-EM structure.
Provenance
1. Drug target rationale
Summarised from the Apodex AI structure-based target dossier, 2026-08-31.
GPR75's strongest validation is human genetics. Sequencing of ~640,000 exomes identified protein-truncating loss-of-function variants in GPR75 in about 4 per 10,000 individuals. Heterozygous carriers show a lean, obesity-protected phenotype:
Because loss of function is protective, the rational therapeutic direction is inhibition or inverse agonism — not agonism. Human genetics also sets the efficacy ceiling: near-complete inhibition of GPR75 signalling is what the carrier phenotype emulates.
Expression and signalling
Broadly expressed across tissues relevant to energy balance: CNS including hypothalamus, adipose, pancreatic islets, vascular endothelium and smooth muscle, heart, kidney, retina.
The dominant pathway is Gα<sub>q</sub> → PLC → IP₃ → Ca²⁺ → PKC. Downstream of Gα<sub>q</sub>, GPR75 engages GIT1–EGFR–MAPK/NF-κB signalling in vascular and inflammatory contexts. Modest constitutive Gα<sub>i</sub> activity is also reported — basal signalling without added ligand.
Endogenous ligands (debated)
GPR75 remains an IUPHAR orphan. 20-HETE is the leading candidate, binding with high apparent affinity and activating Gα<sub>q</sub>/PLC/IP₃/Ca²⁺ signalling. CCL5 (RANTES) is proposed as a modulator, but β-arrestin recruitment and direct binding are inconsistent across systems.
Disease linkage
- Obesity & metabolic disease — LOF carriers are obesity-protected; knockout mice are lean with better glucose tolerance and insulin sensitivity on high-fat diet.
- Cardiovascular & renal — 20-HETE/GPR75 signalling promotes vascular smooth-muscle contraction, endothelial dysfunction and hypertension; blockade lowers blood pressure in models.
- Liver / MASLD-NAFLD — expression and 20-HETE signalling correlate with steatosis and inflammation; inhibition attenuates liver fat preclinically.
- Neuroinflammation & cancer — contributes to microglial activation; promotes proliferation, invasion and metastasis via EGFR/MAPK and NF-κB.
2. Why the vestibule, and not the orthosteric pocket
Cryo-EM changed the design problem. Structures of human GPR75 — 9XQC (Gq-coupled, 3.0 Å), 9XQN (apo, 3.91 Å) and an NbH3-stabilised active-like complex (~3.6 Å) — show a constitutively active-like receptor whose orthosteric pocket is occluded:
- The canonical DRY motif is replaced by HRL, and the sodium pocket is collapsed, carrying a noncanonical Lys<sup>7.45</sup> that helps stabilise the active-like state.
- ECL2 folds back into the orthosteric site via a CLPM motif, with M192 plugging a deep hydrophobic sub-pocket. A C118 (TM3)–C189 (ECL2) disulfide locks this cap in place, largely blocking solvent access. MD shows the capped state is stable.
- The pocket that remains has a hydrophobic floor (C214<sup>5.50</sup>, V330<sup>6.44</sup>, C334<sup>6.48</sup>) with a small hydrophilic wall patch (H122<sup>3.29</sup>, S125<sup>3.32</sup>, S126<sup>3.33</sup>, E358<sup>7.35</sup>).
Measured on the receptor models used here, the orthosteric channel radius is 0.84–1.4 Å against a 1.7 Å ligand heavy-atom requirement — the cavity is impassable in every state examined. Classical orthosteric docking is therefore not a viable route, and the dossier's recommendation is to pursue allosteric, ECL2-adjacent or lateral-entry strategies.
This set follows that recommendation and targets the extracellular vestibule.
3. The receptor and the site
Receptor
receptor_GPR75_inactive_model.pdb — an inactive-state transition model built from 9XQC by consensus per-helix active→inactive transition derived from five class A active/inactive pairs (β2AR, A2A, 5-HT2A, M2R, NTSR1), transferred via GPCRdb generic numbering, then restrained-minimised with 150 ps MD. CA RMSD versus 9XQC is 1.33 Å, zero clashes below 2.2 Å. Docking was rigid — chain R is byte-identical across all 139 complexes, so poses superpose without alignment.
Both experimental GPR75 structures are active-state; no experimental inactive structure exists.
Vestibule site definition
Volume 142.7 ų, enclosure 6.10/7. The site was validated by docking a 2-methylbenzamide probe independently into 9XQC and into the inactive model — the poses agree to 2.45 Å centroid with 57% shared contacts. 9XQN (3.91 Å) places the probe elsewhere and is treated as unreliable.
Eight residues are reproducible contacts across both structures — the validated core:
V104<sup>2.63</sup>, L105<sup>2.64</sup>, F107<sup>2.66</sup>, A110<sup>2.69</sup>, L188 (ECL2), C189 (ECL2), Y355<sup>7.32</sup>, L359<sup>7.36</sup>
4. The designs
Chemistry
Two chemotypes account for essentially the whole set:
Diversity sits in the exit vector rather than the core — 120 scaffolds over 139 designs.
Binding mode
Recomputed from the deposited complexes. Contact = any ligand heavy atom within 4.5 Å.
The set reproduces the validated vestibule core almost perfectly — mean 7.9 of the 8 reproducible residues, with 122/139 engaging all eight. All 139 poses form a single cluster (maximum pairwise centroid spread 5.0 Å).
Lys134 and Asp210 — the salt bridge that stabilises the active state — are present in the model and contacted by 0/139. This is not that site.
The anchor
128 of 139 donate a primary aryl amine N–H to the Leu105 backbone carbonyl, N···O mean 3.03 Å (range 2.59–3.20 Å). Every remaining pose donates some N–H to the same acceptor, and all 139 carry a primary aryl amine. That single hydrogen bond is the pharmacophore of the series.
Cross-check against the experimental structure
The site definition requires hits to score in both receptors. Because the inactive model was built onto 9XQC, the two share a coordinate frame, so poses transplant directly:
The series is sterically compatible with the active cryo-EM structure — 90% clash-free without any re-docking. The contact fingerprint degrades though, chiefly at H187 and S109, which the site definition already flags as inactive-model-specific and where vestibule side chains deviate ~2.92 Å between structures (2.8× the 1.06 Å noise floor).
Treat V104 / L105 / F107 / A110 / Y355 / L359 as the validated pharmacophore. H187 engagement should not be relied on until these are re-docked into 9XQC.
5. Contents
6. Status and limitations
These are computational designs, not validated compounds. Nothing has been synthesised or assayed.
Citation
Technetium Therapeutics (2026). GPR75 Inhibitor Designs — Technetium GA-II.
Target proposal and binding-pocket modelling: Apodex AI.
Generative design: Technetium TC-43.ai engine.