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

s0099994

9aefbe2f-c8d6-570c-9560-4dcc4832318f

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.400
  • ESTROGEN_RESPONSE_LATE+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • SPERMATOGENESIS+0.300
  • APICAL_SURFACE+0.200
  • E2F_TARGETS+0.200
  • ESTROGEN_RESPONSE_EARLY+0.200
  • KRAS_SIGNALING_DN+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • XENOBIOTIC_METABOLISM+0.200

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.400
  • UV_RESPONSE_DN-0.400
  • KRAS_SIGNALING_UP-0.300
  • MYC_TARGETS_V1-0.300
  • PROTEIN_SECRETION-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • ALLOGRAFT_REJECTION-0.200
  • DNA_REPAIR-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.200
  • ANDROGEN_RESPONSE-0.100

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-NK-A7XE-01A-12R-A405-07
lung-landscapes@6
cohortSQ10.711
213e18e29-9f8a-4bd4-9a5d-e6c30668d07a
melanoma-umap@29
0.661
3TCGA-77-A5GA-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ20.650
4TCGA-33-A5GW-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ20.634
5TCGA-53-A4EZ-01A-12R-A24X-07
lung-landscapes@6
cohortA30.625
6TCGA-39-5027-01A-21R-1820-07
lung-landscapes@6
cohortSQ20.624
7f02aa649-f382-4f91-9a51-ce73199f8fbc
melanoma-umap@29
0.619
8MNG1267
mng-umap@100
0.619
9ea9f5a96-93d4-4724-bc4b-2813fa8a35ae
colon-landscapes@1
0.618
10SRR8943039
bladder-landscape@3
0.613

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.400Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
G2M_CHECKPOINT0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
MYOGENESIS0.100Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.100Remibrutinib— uncovered