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

TCGA-D6-6824-01A-11R-1915-07

951fbc3b-442a-5bbc-a68b-00313d82d4d6

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
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • KRAS_SIGNALING_UP+0.400
  • UV_RESPONSE_DN+0.390
  • PROTEIN_SECRETION+0.380
  • ANGIOGENESIS+0.340
  • ANDROGEN_RESPONSE+0.320
  • COMPLEMENT+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • ALLOGRAFT_REJECTION+0.290
  • HEDGEHOG_SIGNALING+0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270

Top 10 suppressed

  • MYC_TARGETS_V2-0.680
  • E2F_TARGETS-0.640
  • MYC_TARGETS_V1-0.630
  • G2M_CHECKPOINT-0.490
  • DNA_REPAIR-0.470
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • MTORC1_SIGNALING-0.410
  • P53_PATHWAY-0.330
  • UV_RESPONSE_UP-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.270

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-99-7458-01A-11R-2039-07
lung-landscapes@6
cohortA10.913
2TCGA-CR-7391-01A-11R-2016-07
head-neck@1
0.866
3SRR2016976
head-neck@1
0.858
4TCGA-55-7724-01A-11R-2170-07
lung-landscapes@6
cohortMD20.858
5MNG47
mng-umap@100
0.856
6TCGA-55-7907-01A-11R-2170-07
lung-landscapes@6
cohortA10.856
7TCGA-AC-A2FF-01A-11R-A17B-07
breast-umap@18
A0.855
8TCGA-55-7816-01A-11R-2170-07
lung-landscapes@6
cohortMD20.850
9TCGA-CR-7392-01A-11R-2016-07
head-neck@1
0.847
10TCGA-BH-A1EU-01A-11R-A137-07
breast-umap@18
A0.846

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
ALLOGRAFT_REJECTION0.290Idelalisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
BILE_ACID_METABOLISM0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.240Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.150Idelalisib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered