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

TCGA-CQ-6221-01A-11R-2081-07

2c72b9d6-999d-5f52-999d-d1917607a849

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • ANGIOGENESIS+0.400
  • PANCREAS_BETA_CELLS+0.360
  • UV_RESPONSE_DN+0.250
  • COAGULATION+0.210
  • PROTEIN_SECRETION+0.200
  • IL6_JAK_STAT3_SIGNALING+0.160
  • COMPLEMENT+0.070
  • KRAS_SIGNALING_UP+0.070
  • MYOGENESIS+0.060

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • E2F_TARGETS-0.420
  • G2M_CHECKPOINT-0.410
  • MYC_TARGETS_V1-0.410
  • INTERFERON_ALPHA_RESPONSE-0.360
  • P53_PATHWAY-0.360
  • MTORC1_SIGNALING-0.350
  • ESTROGEN_RESPONSE_LATE-0.330
  • MITOTIC_SPINDLE-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.300

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-IQ-A61O-01A-11R-A30B-07
head-neck@1
0.884
2SRR8518451
breast-umap@18
A0.842
3SRR12475118
colon-landscapes@1
0.833
4MBCProject_1493_T1_RNA
breast-umap@18
A0.811
5TCGA-55-8096-01A-11R-2241-07
lung-landscapes@6
cohortA10.799
6632ac2fc-e387-461f-97e2-bc72b1c9ffe4
colon-landscapes@1
0.783
7SRR25617871
breast-umap@18
C0.778
8ERR2278848
head-neck@1
0.777
9TCGA-44-2665-01A-01R-0946-07
lung-landscapes@6
cohortA10.774
1009552358-6d23-4990-858e-908ee5a132f6
melanoma-umap@29
0.773

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
COAGULATION0.210Binimetinib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
COMPLEMENT0.070Inavolisib— uncovered
KRAS_SIGNALING_UP0.070Inavolisib— uncovered
MYOGENESIS0.060Inavolisib— uncovered
TGF_BETA_SIGNALING0.060Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.050Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.050Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.050Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
HEDGEHOG_SIGNALING0.030Inavolisib— uncovered