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

1e409782-57e3-42ab-8952-678a4cdb6b2f

ae1177c8-4343-53cb-9925-e625b4101527

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
age_years
42

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.280
  • MYC_TARGETS_V2+0.250
  • PEROXISOME+0.220
  • ESTROGEN_RESPONSE_LATE+0.200
  • MITOTIC_SPINDLE+0.190
  • CHOLESTEROL_HOMEOSTASIS+0.180
  • FATTY_ACID_METABOLISM+0.160
  • HEME_METABOLISM+0.140
  • ADIPOGENESIS+0.110
  • ESTROGEN_RESPONSE_EARLY+0.110

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.600
  • INTERFERON_GAMMA_RESPONSE-0.510
  • INTERFERON_ALPHA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.480
  • IL6_JAK_STAT3_SIGNALING-0.470
  • INFLAMMATORY_RESPONSE-0.430
  • ANGIOGENESIS-0.370
  • COMPLEMENT-0.350
  • HEDGEHOG_SIGNALING-0.350
  • TNFA_SIGNALING_VIA_NFKB-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-CV-A6JY-01A-11R-A31N-07
head-neck@1
0.847
2ERR2278863
head-neck@1
0.839
368fda9a5-c6eb-4445-91f7-bd0078080b9d
colon-landscapes@1
0.838
4aMVAC.P_016_TURBT_S236
bladder-landscape@3
0.832
5aMVAC.P_001_TURBT_S217
bladder-landscape@3
0.831
6TCGA-CN-6988-01A-11R-1915-07
head-neck@1
0.830
7SRR8943016
bladder-landscape@3
0.829
8TCGA-DK-AA6P-01A-11R-A39I-07
bladder-landscape@3
0.826
9TCGA-B6-A0IC-01A-11R-A034-07
breast-umap@18
B0.825
10SRR29022828
breast-umap@18
B0.822

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.160Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered
PROTEIN_SECRETION0.080Remibrutinib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
P53_PATHWAY0.050Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.050Inavolisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered