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

7bcfb173-3654-42a1-8664-d0d074e4618c

093175e0-9836-58e5-8008-6e97ef19cba4

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
age_years
72

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UNFOLDED_PROTEIN_RESPONSE+0.240
  • PROTEIN_SECRETION+0.170
  • MITOTIC_SPINDLE+0.130
  • HEME_METABOLISM+0.090
  • ESTROGEN_RESPONSE_LATE+0.060
  • WNT_BETA_CATENIN_SIGNALING+0.040
  • ESTROGEN_RESPONSE_EARLY+0.020
  • P53_PATHWAY+0.020
  • PANCREAS_BETA_CELLS+0.000
  • PI3K_AKT_MTOR_SIGNALING-0.010

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.590
  • ANGIOGENESIS-0.410
  • MTORC1_SIGNALING-0.390
  • MYC_TARGETS_V2-0.390
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • ALLOGRAFT_REJECTION-0.380
  • INTERFERON_GAMMA_RESPONSE-0.360
  • MYC_TARGETS_V1-0.360
  • KRAS_SIGNALING_UP-0.330
  • IL6_JAK_STAT3_SIGNALING-0.310

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR12475149
colon-landscapes@1
0.890
2TCGA-E2-A15G-01A-11R-A12D-07
breast-umap@18
B0.859
3eb67b977-b299-4bbc-b3f6-25d516473405
colon-landscapes@1
0.843
4TCGA-E7-A6MF-01A-12R-A32O-07
bladder-landscape@3
0.837
5MDT-AP-3246
medullo-epn-umap@date-based
MedMedulloblastoma0.825
6MDT-AP-0576
medullo-epn-umap@date-based
MedMedulloblastoma0.824
7SRR35579813
breast-umap@18
B0.823
8MDT-AP-2991
medullo-epn-umap@date-based
MedMedulloblastoma0.819
90357aa51-9436-4923-9b1e-eb22bdf647df
colon-landscapes@1
0.818
10MDT-AP-1270
medullo-epn-umap@date-based
MedMedulloblastoma0.818

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.020Inavolisib— uncovered
P53_PATHWAY0.020Idelalisib— uncovered