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

TCGA-95-7043-01A-11R-1949-07

· cohortA4

d3b3d795-f03b-5a99-b97a-369064420e00

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
cohortA4
subtype
cohortA4
age_years
63

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • SPERMATOGENESIS+0.240
  • PANCREAS_BETA_CELLS+0.230
  • XENOBIOTIC_METABOLISM+0.190
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.150
  • ESTROGEN_RESPONSE_EARLY+0.130
  • FATTY_ACID_METABOLISM+0.110
  • KRAS_SIGNALING_DN+0.110
  • ESTROGEN_RESPONSE_LATE+0.090
  • BILE_ACID_METABOLISM+0.080
  • ANGIOGENESIS+0.060

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.580
  • INTERFERON_GAMMA_RESPONSE-0.560
  • TNFA_SIGNALING_VIA_NFKB-0.560
  • ALLOGRAFT_REJECTION-0.430
  • IL6_JAK_STAT3_SIGNALING-0.420
  • TGF_BETA_SIGNALING-0.400
  • APOPTOSIS-0.390
  • INFLAMMATORY_RESPONSE-0.390
  • PI3K_AKT_MTOR_SIGNALING-0.390
  • HYPOXIA-0.370

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
1TCGA-53-A4EZ-01A-12R-A24X-07
lung-landscapes@6
cohortA30.885
2SRR25617918
breast-umap@18
B0.859
3C3L-03726
lung-landscapes@6
cohortA20.858
4ERR2278863
head-neck@1
0.841
566326_S124
lung-landscapes@6
cohortA10.839
6SRR33532828
breast-umap@18
B0.838
7TCGA-XF-A8HG-01A-11R-A36F-07
bladder-landscape@3
0.835
8SRR8613793
breast-umap@18
B0.829
9SRR33346947
bladder-landscape@3
0.823
10MDT-AP-1131
medullo-epn-umap@date-based
MedMedulloblastoma0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
SPERMATOGENESIS0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.190Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
ANGIOGENESIS0.060Remibrutinib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered