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

X7c156f05.aaca.4c79.bdb2.94044d5422e8

· cohortA1

6a40c3a2-414d-55d4-b81b-7dd901e29d64

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
83

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.480
  • UNFOLDED_PROTEIN_RESPONSE+0.410
  • OXIDATIVE_PHOSPHORYLATION+0.370
  • PROTEIN_SECRETION+0.370
  • INTERFERON_GAMMA_RESPONSE+0.350
  • MYC_TARGETS_V1+0.340
  • DNA_REPAIR+0.200
  • ANGIOGENESIS+0.190
  • MTORC1_SIGNALING+0.180
  • MYC_TARGETS_V2+0.120

Top 10 suppressed

  • APICAL_SURFACE-0.360
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • ESTROGEN_RESPONSE_EARLY-0.300
  • MITOTIC_SPINDLE-0.300
  • IL2_STAT5_SIGNALING-0.280
  • HEDGEHOG_SIGNALING-0.230
  • HYPOXIA-0.230
  • TNFA_SIGNALING_VIA_NFKB-0.220
  • G2M_CHECKPOINT-0.210
  • KRAS_SIGNALING_DN-0.210

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
1BS_CZ3NA7KV
brain-umap@2
Supratentorial Ependymoma0.796
2TCGA-A8-A06T-01A-11R-A00Z-07
breast-umap@18
B0.779
3MNG85
mng-umap@100
0.742
4C3N-01415
lung-landscapes@6
cohortA10.724
5TCGA-CV-6954-01A-11R-1915-07
head-neck@1
0.723
6BS_CZ3ER8DY
brain-umap@2
Supratentorial Ependymoma0.717
7s0102864
melanoma-umap@29
0.717
8BS_MT15SGJN
brain-umap@2
Supratentorial Ependymoma0.712
9SRR27320678
colon-landscapes@1
0.706
10SRR6013584
lung-landscapes@6
cohortA10.704

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.480Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.410Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.370Remibrutinib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
MYC_TARGETS_V20.120Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
UV_RESPONSE_UP0.090Idelalisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
ADIPOGENESIS0.030Inavolisib— uncovered
ANDROGEN_RESPONSE0.020Inavolisib— uncovered
HEME_METABOLISM0.010Temsirolimus— uncovered