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

C3N-01414

· cohortA3

b9265397-3d28-547b-8a07-1cc11b8ef3fa

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
cohortA3
subtype
cohortA3
age_years
58.13004791

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • ESTROGEN_RESPONSE_EARLY+0.320
  • TNFA_SIGNALING_VIA_NFKB+0.290
  • ANGIOGENESIS+0.250
  • ADIPOGENESIS+0.230
  • UV_RESPONSE_DN+0.230
  • MYC_TARGETS_V2+0.210
  • PANCREAS_BETA_CELLS+0.200
  • ANDROGEN_RESPONSE+0.180

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.380
  • E2F_TARGETS-0.280
  • INTERFERON_GAMMA_RESPONSE-0.270
  • GLYCOLYSIS-0.240
  • INTERFERON_ALPHA_RESPONSE-0.220
  • COMPLEMENT-0.200
  • APICAL_JUNCTION-0.180
  • G2M_CHECKPOINT-0.180
  • IL6_JAK_STAT3_SIGNALING-0.170
  • APICAL_SURFACE-0.160

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
14ea93d27-97e3-40bd-8734-d026e48fbbe4
melanoma-umap@29
0.657
2TCGA-BH-A0H6-01A-21R-A056-07
breast-umap@18
A0.651
3MNG999
mng-umap@100
0.650
4da1c4d8d-b07a-4aa1-8360-1c140ca16327
colon-landscapes@1
0.642
5R148
bladder-landscape@3
0.637
6TCGA-J2-8194-01A-11R-2241-07
lung-landscapes@6
cohortA20.634
7SRR10899980
melanoma-umap@29
0.632
8TCGA-IQ-7632-01A-11R-2081-07
head-neck@1
0.631
9TCGA-44-7671-01A-11R-2066-07
lung-landscapes@6
cohortA20.630
10SRR10842375
melanoma-umap@29
0.628

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.460Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.320Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
ANGIOGENESIS0.250Remibrutinib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
MYC_TARGETS_V10.160Inavolisib— uncovered
PROTEIN_SECRETION0.140Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered
MYOGENESIS0.110Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered