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

TCGA-55-6982-01A-11R-1949-07

· cohortA1

d73d8320-5a17-59c2-a1ae-253ead90bdb6

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
79

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.550
  • INTERFERON_ALPHA_RESPONSE+0.530
  • INTERFERON_GAMMA_RESPONSE+0.460
  • ANGIOGENESIS+0.440
  • CHOLESTEROL_HOMEOSTASIS+0.420
  • PROTEIN_SECRETION+0.410
  • COMPLEMENT+0.400
  • COAGULATION+0.390
  • IL6_JAK_STAT3_SIGNALING+0.360
  • ALLOGRAFT_REJECTION+0.340

Top 10 suppressed

  • E2F_TARGETS-0.340
  • MYC_TARGETS_V2-0.330
  • G2M_CHECKPOINT-0.290
  • MYC_TARGETS_V1-0.280
  • DNA_REPAIR-0.260
  • SPERMATOGENESIS-0.220
  • OXIDATIVE_PHOSPHORYLATION-0.160
  • WNT_BETA_CATENIN_SIGNALING-0.130
  • UNFOLDED_PROTEIN_RESPONSE-0.080
  • KRAS_SIGNALING_DN-0.060

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_V89HGTET
brain-umap@2
pilocytic astrocytoma0.917
2BS_MF9X3PKH
brain-umap@2
low-grade glioma0.916
3BS_55JW3HFM
brain-umap@2
Ganglioglioma0.914
4BS_F8N6CFQE
brain-umap@2
low-grade glioma0.912
5SRR8518191
breast-umap@18
D0.911
6BS_M4TTKPNR
brain-umap@2
pilocytic astrocytoma0.910
7SRR6013590
lung-landscapes@6
cohortA10.902
8BS_Z7Y2466H
brain-umap@2
pilocytic astrocytoma0.900
9BS_HC5M8JTC
brain-umap@2
low-grade glioma0.899
10BS_014EVM2D
brain-umap@2
low-grade glioma0.898

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.550Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.420Remibrutinib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
COAGULATION0.390Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
APOPTOSIS0.330Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.330Idelalisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
GLYCOLYSIS0.310Inavolisib— uncovered
ANDROGEN_RESPONSE0.270Inavolisib— uncovered
APICAL_JUNCTION0.270Inavolisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.230Inavolisib— uncovered