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

TCGA-33-4566-01A-01R-1443-07

· cohortA1

791b83b2-4121-5e69-9dbc-3627cf7b51a3

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
cohortA1
subtype
cohortA1
age_years
40

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+0.600
  • MYC_TARGETS_V1+0.590
  • E2F_TARGETS+0.560
  • INTERFERON_GAMMA_RESPONSE+0.540
  • MYC_TARGETS_V2+0.540
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • ALLOGRAFT_REJECTION+0.470
  • G2M_CHECKPOINT+0.450
  • TNFA_SIGNALING_VIA_NFKB+0.390
  • IL6_JAK_STAT3_SIGNALING+0.370

Top 10 suppressed

  • MYOGENESIS-0.250
  • NOTCH_SIGNALING-0.230
  • HEDGEHOG_SIGNALING-0.210
  • KRAS_SIGNALING_DN-0.090
  • UV_RESPONSE_DN-0.060
  • BILE_ACID_METABOLISM-0.050
  • WNT_BETA_CATENIN_SIGNALING-0.050
  • CHOLESTEROL_HOMEOSTASIS-0.030
  • MITOTIC_SPINDLE-0.010
  • APICAL_JUNCTION+0.000

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1F2EB65DD-59F7-4C1F-8D92-0DCF439FF41A
brain-umap@2
0.922
2TCGA-21-5787-01A-01R-1635-07
lung-landscapes@6
cohortA40.914
3TCGA-ZF-A9RD-01A-11R-A42T-07
bladder-landscape@3
0.912
4SRR6013500
lung-landscapes@6
cohortA10.900
58f1213be-da41-4cd6-97b2-f9fce1ea00ff
colon-landscapes@1
0.899
6TCGA-DK-A3WW-01A-22R-A23N-07
bladder-landscape@3
0.892
7TCGA-22-0940-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.892
8SRR6013499
lung-landscapes@6
cohortA10.889
9MDT-AP-0368
medullo-epn-umap@date-based
MedMedulloblastoma0.889
10A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.888

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
MYC_TARGETS_V10.590Inavolisib— uncovered
E2F_TARGETS0.560Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.540Idelalisib— uncovered
MYC_TARGETS_V20.540Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
MTORC1_SIGNALING0.370Inavolisib— uncovered
COMPLEMENT0.360Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
PANCREAS_BETA_CELLS0.350Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.350Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
UV_RESPONSE_UP0.310Idelalisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.250Inavolisib— uncovered
APOPTOSIS0.230Idelalisib— uncovered