๐งฌ De Novo Drug Discovery Pipeline
Source: ๐ฎ CORTEX (autonomous discovery) ยท ๐ก SPECIALIST (brain-enriched known target) ยท No tag (standard pipeline)
Growth Vectors
๐ง GCN: 87.5%
โ๏ธ VQE: LIVE
๐ฌ Outcomes: READY
๐งฌ Cross-Cancer: 7 hits
๐ How-To Guide
๐งฌ DeNovo Generate analogs
๐ Dock Re-dock
โ
Adv Advance
โ๏ธ QPU Quantum (IonQ)
๐งช WetLab Order synthesis
โ๏ธ VQE โผ Select backend: local (free) ยท sv1 ($0.30) ยท IonQ Aria ($15) ยท IonQ Forte ($15)
๐ง GCN DRIVER/PASSENGER (87.5%)
๐งฌ X-Cancer Dual-indication (9 cancers)
โ๏ธ Quantum VQE Backends
| Backend | Qubits | Gates | Noise | Cost | When |
local | 8-16 | 150-2500 | None | Free | Testing, nightly, bulk |
sv1 | 8-16 | 150-2500 | None | $0.30-2 | Before synthesis ($8K), auditable evidence |
ionq_aria | 8 (max useful) | โค150 | Real | ~$15 | Hardware proof for paper/patent/investor |
ionq_forte | 12 (max useful) | โค300 | Real | ~$15 | Larger fragments on real QPU |
Pipeline: SMILES โ RDKit 3D โ PySCF integrals โ Jordan-Wigner โ UCCSD ansatz โ Gradient descent โ Energy. local=free nightly. sv1=auditable. ionq=real quantum hardware.
๐ Next Action Legend
๐ Redock (scaffolds) โ re-dock with known inhibitors
๐งฌ Redock (V4) โ neural generation for novel targets
โ๏ธ MD Simulation โ binding stability check
๐ฏ Selectivity โ off-target counter-screen
๐งฌ DepMap โ CRISPR dependency check
๐ฌ Pathway โ FRSI regulatory analysis
๐งช Binding assay โ wet-lab IC50 escalation
โ๏ธ Quantum VQE โ quantum binding confirmation
โ
Quantum done โ VQE complete, ready for escalation
โ
Validated โ all gates passed
โธ๏ธ Hold โ waiting for more evidence
โ Kill โ removed from pipeline