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

568a845e-d8a0-47b5-af77-896831524b16

d7971013-f5d1-5152-a567-267777a690be

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
age_years
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.450
  • E2F_TARGETS+0.440
  • IL6_JAK_STAT3_SIGNALING+0.430
  • G2M_CHECKPOINT+0.410
  • MYC_TARGETS_V1+0.330
  • TNFA_SIGNALING_VIA_NFKB+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.320
  • PI3K_AKT_MTOR_SIGNALING+0.250
  • ALLOGRAFT_REJECTION+0.240
  • MTORC1_SIGNALING+0.220

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.330
  • MYOGENESIS-0.320
  • APICAL_SURFACE-0.300
  • APICAL_JUNCTION-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.230
  • FATTY_ACID_METABOLISM-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.190
  • UV_RESPONSE_DN-0.170
  • COAGULATION-0.160
  • HEDGEHOG_SIGNALING-0.160

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-D8-A1XK-01A-21R-A14M-07
breast-umap@18
E0.840
2TCGA-C8-A27B-01A-11R-A169-07
breast-umap@18
E0.799
32afaf830-457d-42d1-8697-e5c9a2d885a1
colon-landscapes@1
0.773
4SRR1313135
breast-umap@18
C0.762
5SRR12475159
colon-landscapes@1
0.761
6TCGA-BH-A209-01A-11R-A157-07
breast-umap@18
D0.748
7TCGA-A2-A0CM-01A-31R-A034-07
breast-umap@18
E0.744
8SRR8518156
breast-umap@18
D0.741
9MNG988
mng-umap@100
0.739
1083a1d91a-3e74-4106-96d1-eec558404c29
colon-landscapes@1
0.739

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 30 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.450Idelalisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.430Inavolisib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
ALLOGRAFT_REJECTION0.240Idelalisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.170Idelalisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
UV_RESPONSE_UP0.170Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.160Idelalisib— uncovered
IL2_STAT5_SIGNALING0.150Idelalisib— uncovered
APOPTOSIS0.140Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.090Inavolisib— uncovered