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

X14ed6d5a.d8f1.41aa.93e1.fba99596f5fd

· cohortA1

bcdb46c2-49b8-5c0c-b039-187907b95ef6

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
51

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.300
  • ALLOGRAFT_REJECTION+0.270
  • INTERFERON_ALPHA_RESPONSE+0.240
  • IL6_JAK_STAT3_SIGNALING+0.190
  • INTERFERON_GAMMA_RESPONSE+0.170
  • KRAS_SIGNALING_DN+0.160
  • HEME_METABOLISM+0.100
  • IL2_STAT5_SIGNALING+0.100
  • APOPTOSIS+0.080
  • BILE_ACID_METABOLISM+0.050

Top 10 suppressed

  • G2M_CHECKPOINT-0.520
  • MTORC1_SIGNALING-0.500
  • E2F_TARGETS-0.490
  • ANGIOGENESIS-0.430
  • MITOTIC_SPINDLE-0.410
  • GLYCOLYSIS-0.370
  • MYC_TARGETS_V2-0.360
  • MYC_TARGETS_V1-0.340
  • PROTEIN_SECRETION-0.340
  • UNFOLDED_PROTEIN_RESPONSE-0.330

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-86-8076-01A-31R-2241-07
lung-landscapes@6
cohortA10.846
2TCGA-ZF-A9R7-01A-11R-A38B-07
bladder-landscape@3
0.843
3ULC0542T_S55
lung-landscapes@6
cohortMD20.840
4TCGA-97-A4M2-01A-12R-A24X-07
lung-landscapes@6
cohortA10.836
5SRR13780258
lung-landscapes@6
cohortMD20.834
6TCGA-97-A4M0-01A-11R-A24X-07
lung-landscapes@6
cohortA10.832
76b907244-c173-4e29-a163-24258a430477
melanoma-umap@29
0.830
8s0112296
melanoma-umap@29
0.820
9TCGA-CF-A47S-01A-11R-A23W-07
bladder-landscape@3
0.820
10SRR1313099
breast-umap@18
A0.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.240Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.170Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
APOPTOSIS0.080Idelalisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
HEDGEHOG_SIGNALING0.050Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.040Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.030Inavolisib— uncovered
KRAS_SIGNALING_UP0.010Inavolisib— uncovered