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

TCGA-CV-7430-01A-11R-2132-07

38f2f67f-b0ca-5fcd-a401-f36a5dfe8cc5

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
0.113013699
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • G2M_CHECKPOINT+0.350
  • MITOTIC_SPINDLE+0.340
  • ANDROGEN_RESPONSE+0.320
  • MYC_TARGETS_V2+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.320
  • ESTROGEN_RESPONSE_EARLY+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • MTORC1_SIGNALING+0.290
  • MYC_TARGETS_V1+0.290
  • CHOLESTEROL_HOMEOSTASIS+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.470
  • INTERFERON_GAMMA_RESPONSE-0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • ANGIOGENESIS-0.270
  • IL6_JAK_STAT3_SIGNALING-0.250
  • KRAS_SIGNALING_UP-0.190
  • MYOGENESIS-0.190
  • COMPLEMENT-0.160
  • INFLAMMATORY_RESPONSE-0.150

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
1a82c207a-ac59-48cf-9bbf-13ff024e3f95
colon-landscapes@1
0.814
2B71EF25E-7DDB-42DA-84A5-920A90E85512
brain-umap@2
0.812
3TCGA-90-7769-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.810
4TCGA-CF-A3MG-01A-11R-A20F-07
bladder-landscape@3
0.803
5SRR8392895
lung-landscapes@6
cohortSQ20.797
661C38CFD-F57F-48D2-9FC7-81776647CF0E
brain-umap@2
0.794
7TCGA-18-5595-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.791
8853ba3ed-7943-46df-9405-c19f0b01e8f6
melanoma-umap@29
0.788
99E2420C3-FD2A-45BB-B5A3-DC25D9F7CB3C
brain-umap@2
0.782
10D1BFDB5B-3131-4B5C-8090-B3B91D4450F3
brain-umap@2
0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.350Inavolisib— uncovered
MITOTIC_SPINDLE0.340Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
MYC_TARGETS_V20.320Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
MYC_TARGETS_V10.290Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.260Remibrutinib— uncovered
HEME_METABOLISM0.250Temsirolimus— uncovered
NOTCH_SIGNALING0.250Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.240Idelalisib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
E2F_TARGETS0.180Inavolisib— uncovered