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

TCGA-49-AARR-01A-11R-A41B-07

· cohortA1

cfd34492-d515-5960-baa7-79a7c0bdc332

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
68

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYOGENESIS+0.410
  • COAGULATION+0.380
  • KRAS_SIGNALING_DN+0.330
  • BILE_ACID_METABOLISM+0.310
  • HEDGEHOG_SIGNALING+0.300
  • IL6_JAK_STAT3_SIGNALING+0.240
  • UV_RESPONSE_DN+0.210
  • APICAL_SURFACE+0.200
  • INFLAMMATORY_RESPONSE+0.200
  • COMPLEMENT+0.180

Top 10 suppressed

  • MYC_TARGETS_V1-0.760
  • E2F_TARGETS-0.740
  • MYC_TARGETS_V2-0.680
  • G2M_CHECKPOINT-0.660
  • MTORC1_SIGNALING-0.590
  • OXIDATIVE_PHOSPHORYLATION-0.590
  • UNFOLDED_PROTEIN_RESPONSE-0.540
  • PROTEIN_SECRETION-0.510
  • DNA_REPAIR-0.480
  • GLYCOLYSIS-0.460

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1sclcMAD11162_S44.txt
lung-landscapes@6
cohortA10.966
2TCGA-75-7025-01A-12R-1949-07
lung-landscapes@6
cohortA10.939
3TCGA-98-A53H-01A-12R-A262-07
lung-landscapes@6
cohortA10.936
4BS_21RE8W46
brain-umap@2
pilocytic astrocytoma0.918
5TCGA-55-8619-01A-11R-2403-07
lung-landscapes@6
cohortA10.918
6TCGA-99-AA5R-01A-11R-A39D-07
lung-landscapes@6
cohortA10.916
7BS_YZ2Z1Q6Y
brain-umap@2
pilocytic astrocytoma0.915
8TCGA-97-A4M5-01A-11R-A24X-07
lung-landscapes@6
cohortA10.915
9SRR6013548
lung-landscapes@6
cohortA10.914
10SRR658645
brain-umap@2
GTEX0.914

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.410Inavolisib— uncovered
COAGULATION0.380Binimetinib— uncovered
KRAS_SIGNALING_DN0.330Remibrutinib— uncovered
BILE_ACID_METABOLISM0.310Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.240Inavolisib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
COMPLEMENT0.180Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.160Inavolisib— uncovered
ANGIOGENESIS0.140Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.140Inavolisib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
APICAL_JUNCTION0.080Inavolisib— uncovered
IL2_STAT5_SIGNALING0.060Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
ALLOGRAFT_REJECTION0.010Idelalisib— uncovered