Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

R252

51c5fd2e-6329-5bfd-8bed-c18926c7b63e

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
overall_survival_months
91
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.570
  • INTERFERON_GAMMA_RESPONSE+0.560
  • ALLOGRAFT_REJECTION+0.540
  • COMPLEMENT+0.420
  • INFLAMMATORY_RESPONSE+0.390
  • KRAS_SIGNALING_UP+0.380
  • IL6_JAK_STAT3_SIGNALING+0.370
  • IL2_STAT5_SIGNALING+0.340
  • G2M_CHECKPOINT+0.320
  • TNFA_SIGNALING_VIA_NFKB+0.320

Top 10 suppressed

  • PEROXISOME-0.280
  • ADIPOGENESIS-0.250
  • FATTY_ACID_METABOLISM-0.220
  • OXIDATIVE_PHOSPHORYLATION-0.220
  • PROTEIN_SECRETION-0.200
  • GLYCOLYSIS-0.180
  • DNA_REPAIR-0.160
  • WNT_BETA_CATENIN_SIGNALING-0.160
  • BILE_ACID_METABOLISM-0.110
  • UNFOLDED_PROTEIN_RESPONSE-0.110

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-21-1070-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.864
24ff81b7f-2dbc-453f-a68b-fe40315b2ef7
melanoma-umap@29
0.862
3MNG943
mng-umap@100
0.859
4TCGA-BT-A42E-01A-11R-A23W-07
bladder-landscape@3
0.856
5TCGA-A2-A0ST-01A-12R-A084-07
breast-umap@18
D0.854
6SRR10842366
melanoma-umap@29
0.850
7SRR1516078
bladder-landscape@3
0.846
8346fe4c0-2ea0-45b4-8863-b0f9e7756ad6
melanoma-umap@29
0.845
9SRR8613765
breast-umap@18
D0.838
10R317
bladder-landscape@3
0.837

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 27 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.570Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.560Idelalisib— uncovered
ALLOGRAFT_REJECTION0.540Idelalisib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.340Idelalisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
COAGULATION0.270Binimetinib— uncovered
P53_PATHWAY0.240Idelalisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
APOPTOSIS0.150Idelalisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
E2F_TARGETS0.110Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
MYC_TARGETS_V10.110Inavolisib— uncovered