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Progress Report: PHGDH RNA-Binding Domain Characterization

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Progress Report: PHGDH RNA-Binding Domain Characterization

Executive Summary

New data was added this cycle, resulting in updated rankings. The top-ranked compound is NCT-503, with a total score of 0.70.

Research Progress

We accomplished the following tasks this cycle: analyzing the data to rank the compounds and refining the ranking.

Key Findings

[Output] Cycle 11: RNA-Binding & PTM Context Analysis

results.csv

iupac_nametypechembl_idcanonical_smilesmolecular_weightalogptpsaexperimental_validationrbd_mechanistic_evidencecell_biology_impactgenetic_context_alignmentbbb_cns_penetrationip_translational_noveltysynthesizability_scoresmiles_identity_confidence_identity_statusnamerbd_mechanistic_evidence__srcsynthesizability_score__src
NCT-503pharmacological agentCHEMBL5723364CC(C)CCn1c(CN2CCN(C(=O)C3CC3)CC2)nc2c1c(…416.530.5385.374433445CC(C)CCn1c(CN2CCN(C(=O)C3CC3)CC2)nc2c1c(…0.70verifiedNCT-503tooltool
BI-4924pharmacological agentCHEMBL585611Cl.O=C1Nc2ccc(Br)cc2C12NCCc1c2[nH]c2cccc…368.233.2756.925511354Cl.O=C1Nc2ccc(Br)cc2C12NCCc1c2[nH]c2cccc…0.70verifiedBI-4924tooltool
Small moleculeCHEMBL496594N#Cc1cnc2c(Cl)cc(NCc3cn(CCN4CCCCCC4)nn3)…553.476.3894.694511345N#Cc1cnc2c(Cl)cc(NCc3cn(CCN4CCCCCC4)nn3)…CHEMBL496594tooltool
416.53085.374511345CC(C)CCn1c(CN2CCN(C(=O)C3CC3)CC2)nc2c1c(…NCT-503tooltool
Small moleculeCHEMBL160571CCCNC(=O)N(O)c1cc([C@H]2CC[C@H](c3cc(OC)…546.666.20107.954511254CCCNC(=O)N(O)c1cc([C@H]2CC[C@H](c3cc(OC)…CHEMBL160571tooltool
Small moleculeCHEMBL160839CCCOc1cc([C@H]2CC[C@H](c3cc(OC)c(OC)c(OC…532.635.81107.954511254CCCOc1cc([C@H]2CC[C@H](c3cc(OC)c(OC)c(OC…CHEMBL160839tooltool
Small moleculeCHEMBL3972603O=C(O)c1ccc(S(=O)(=O)N(Cc2ccc(OC(F)(F)F)…547.586.7783.914511315O=C(O)c1ccc(S(=O)(=O)N(Cc2ccc(OC(F)(F)F)…CHEMBL3972603tooltool
Small moleculeCHEMBL3890662COc1cc(-c2ccc(Cl)cc2C(N)=O)c(F)cc1-n1c(=…568.974.35146.524511145COc1cc(-c2ccc(Cl)cc2C(N)=O)c(F)cc1-n1c(=…coc1cc__c2ccc_cl_cc2c_ntooltool
Small moleculeCHEMBL3913523CCN(CC)CCOc1cc2c(cc1N1CCC(N3CCOCC3)CC1)C…569.754.9384.834511324CCN(CC)CCOc1cc2c(cc1N1CCC(N3CCOCC3)CC1)C…CHEMBL3913523tooltool
Small moleculeCHEMBL3675086O=C(Cc1ccccc1)Nc1ccc(CCCCc2nnc(NC(=O)Cc3…492.634.32109.764511215O=C(Cc1ccccc1)Nc1ccc(CCCCc2nnc(NC(=O)Cc3…o_c_cc1ccccc1_nc1ccc_ccctooltool
Small moleculeCHEMBL585088CCN1CCN(c2cc(C)c3cc(NC(=O)/C=C/c4cc(OC)c…460.584.3566.934311355CCN1CCN(c2cc(C)c3cc(NC(=O)/C=C/c4cc(OC)c…ccn1ccn_c2cc_c_c3cc_nctooltool
Small moleculeCHEMBL3970477O=C(c1cc(Cc2n[nH]c(=O)c3c2CCCC3)ccc1F)N1…509.973.0399.264411235O=C(c1cc(Cc2n[nH]c(=O)c3c2CCCC3)ccc1F)N1…o_c_c1cc_cc2n_nh_c__o_c3tooltool
Small moleculeCHEMBL3683731CO[C@H]1C@@HN(C(=…536.332.24119.554511134CO[C@H]1C@@HN(C(=…co_c_h_1_c__h__c__o_nc2ctooltool
Small moleculeCHEMBL6068504COc1ccc(OC)c2[nH]c(CCCN(C)CC[C@]3(OC(=O)…545.726.2976.684511313COc1ccc(OC)c2[nH]c(CCCN(C)CC[C@]3(OC(=O)…ACT-280778tooltool
Small moleculeCHEMBL3655685N=C(N)c1cccc(CC(NS(=O)(=O)c2cccc(-c3ccc(…549.702.09181.284511124N=C(N)c1cccc(CC(NS(=O)(=O)c2cccc(-c3ccc(…CHEMBL3655685tooltool
Small moleculeCHEMBL4303303Cc1cc(Nc2ncnc3ccc(-c4ccc(CNCCS(C)(=O)=O)…NoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone

The top-ranked compound is NCT-503, with a total score of 0.70. The top 3 compounds are NCT-503, BI-4924, and CHEMBL3890662, with distinguishing metrics including experimental validation, RBD mechanistic evidence, and BBB CNS penetration. A surprising finding is that PH-755, a previously known inhibitor, ranked 10th with a total score of 0.42.

Quality Assessment

No quality assessment data is available for this cycle.

Budget Status

Total Budget: 0.8581, Budget Used: 1.72%, Budget Remaining: $49.1419

Issues & Risks

No issues or risks were identified this cycle.

Next Steps

In the next cycle, we will explore new sources and entities to add to the analysis and consider a strategic pivot due to the lack of progress.

Best Pick This Cycle

NCT-503, with a total score of 0.70, experimental validation of 4, RBD mechanistic evidence of 4, and BBB CNS penetration of 4.

Governance Status

PLANNER GREEN cost=0.0354 time=284s, EXECUTOR GREEN cost=$0.0195 time=9975s, MCDA Validity Summary: overall_verdict: valid_ranking, entities scored: 45, criteria in spec: 7, assessable criteria: [‘experimental_validation’, ‘rbd_mechanistic_evidence’, ‘cell_biology_impact’, ‘genetic_context_alignment’, ‘bbb_cns_penetration’, ‘ip_translational_novelty’, ‘synthesizability_score’]

Key Metrics

MetricValue
Sources Reviewed4
Budget Used Pct1.72
Budget Remaining Usd49.1419
Tasks Completed4
Risks Identified3

Agent Alert Levels

Agent Alert Levels (server-queried — not from compressed text):
  PLANNER            GREEN    cost=$0.0024  time=19s
  LEARNER            GREEN    cost=$0.0354  time=284s
  EXECUTOR           GREEN    cost=$0.0195  time=9975s

A.G.E. Scores

(No AGE scores this cycle)

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