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

TCGA-97-7938-01A-11R-2170-07

· cohortA1

3dc960a4-1ae8-582a-94b5-9a6afe0a9dbf

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
76

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.480
  • UV_RESPONSE_DN+0.430
  • PROTEIN_SECRETION+0.420
  • ANDROGEN_RESPONSE+0.360
  • ESTROGEN_RESPONSE_EARLY+0.210
  • HEDGEHOG_SIGNALING+0.190
  • HEME_METABOLISM+0.190
  • BILE_ACID_METABOLISM+0.180
  • INFLAMMATORY_RESPONSE+0.180

Top 10 suppressed

  • MYC_TARGETS_V2-0.610
  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.520
  • DNA_REPAIR-0.400
  • MYC_TARGETS_V1-0.390
  • OXIDATIVE_PHOSPHORYLATION-0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • MTORC1_SIGNALING-0.320
  • GLYCOLYSIS-0.280
  • INTERFERON_ALPHA_RESPONSE-0.200

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-97-7546-01A-11R-2039-07
lung-landscapes@6
cohortA10.859
2TCGA-AR-A24W-01A-11R-A169-07
breast-umap@18
A0.837
3TCGA-55-7284-01B-11R-2241-07
lung-landscapes@6
cohortA10.829
4TCGA-55-6543-01A-11R-1755-07
lung-landscapes@6
cohortA10.823
5TCGA-A2-A1G0-01A-11R-A13Q-07
breast-umap@18
A0.814
6TCGA-D8-A1JH-01A-11R-A13Q-07
breast-umap@18
A0.799
7SRR6013574
lung-landscapes@6
cohortA10.798
8MNG438
mng-umap@100
0.797
9TCGA-75-6206-01A-11R-1755-07
lung-landscapes@6
cohortA20.796
10TCGA-AC-A2FK-01A-12R-A180-07
breast-umap@18
A0.788

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.550Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.480Inavolisib— uncovered
UV_RESPONSE_DN0.430Inavolisib— uncovered
PROTEIN_SECRETION0.420Remibrutinib— uncovered
ANDROGEN_RESPONSE0.360Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
HEME_METABOLISM0.190Temsirolimus— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.180Idelalisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.120Inavolisib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
COAGULATION0.090Binimetinib— uncovered