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

47622_S105

· cohortA1

f52d7d61-a5dd-5a09-9d24-0095eebc364b

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.360
  • TGF_BETA_SIGNALING+0.360
  • ANDROGEN_RESPONSE+0.280
  • INTERFERON_ALPHA_RESPONSE+0.260
  • INTERFERON_GAMMA_RESPONSE+0.260
  • UV_RESPONSE_DN+0.220
  • ALLOGRAFT_REJECTION+0.140
  • TNFA_SIGNALING_VIA_NFKB+0.130
  • FATTY_ACID_METABOLISM+0.120
  • COMPLEMENT+0.110

Top 10 suppressed

  • MYC_TARGETS_V2-0.430
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • E2F_TARGETS-0.330
  • G2M_CHECKPOINT-0.290
  • NOTCH_SIGNALING-0.240
  • PANCREAS_BETA_CELLS-0.210
  • ANGIOGENESIS-0.180
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.180
  • MITOTIC_SPINDLE-0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.180

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
1dcabd821.c5d5.4a97.b657.0612d6a4439d
lung-landscapes@6
cohortA10.780
2C3L-02348
lung-landscapes@6
cohortA10.771
37c025d06-2593-493c-b4a5-9f976149b0e2
melanoma-umap@29
0.743
4ULC0422T_S31
lung-landscapes@6
cohortA10.711
5R342
bladder-landscape@3
0.710
6C3L-02549
lung-landscapes@6
cohortA10.704
7MNG627
mng-umap@100
0.702
8SRR12475115
colon-landscapes@1
0.701
9TCGA-E2-A1L8-01A-11R-A13Q-07
breast-umap@18
B0.701
10SRR12475112
colon-landscapes@1
0.701

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.360Remibrutinib— uncovered
TGF_BETA_SIGNALING0.360Inavolisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.260Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
ALLOGRAFT_REJECTION0.140Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.120Inavolisib— uncovered
COMPLEMENT0.110Inavolisib— uncovered
COAGULATION0.070Binimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.070Remibrutinib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
APOPTOSIS0.040Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.030Idelalisib— uncovered
KRAS_SIGNALING_UP0.030Inavolisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.020Inavolisib— uncovered