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

A239061B-989B-4F2F-BAAC-13BADFDBAC11

5ef99ac6-18fc-5889-b97a-3810ce1bd778

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
overall_survival_months
0.09855453350854139
age_years
34
sex
Male

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+0.596
  • MYC_TARGETS_V2+0.552
  • INTERFERON_GAMMA_RESPONSE+0.499
  • ALLOGRAFT_REJECTION+0.459
  • MYC_TARGETS_V1+0.457
  • E2F_TARGETS+0.445
  • DNA_REPAIR+0.442
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.426
  • NOTCH_SIGNALING+0.376
  • G2M_CHECKPOINT+0.342

Top 10 suppressed

  • SPERMATOGENESIS-0.329
  • KRAS_SIGNALING_DN-0.310
  • UV_RESPONSE_DN-0.306
  • ESTROGEN_RESPONSE_EARLY-0.207
  • PANCREAS_BETA_CELLS-0.130
  • ANDROGEN_RESPONSE-0.120
  • MYOGENESIS-0.091
  • APICAL_SURFACE-0.077
  • PROTEIN_SECRETION-0.075
  • HEDGEHOG_SIGNALING-0.053

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
133E877FA-0480-407C-B1FD-16A385B797B4
brain-umap@2
0.937
2E00A399D-E6C3-439D-8E70-A7AD5DF5F5E2
brain-umap@2
0.929
34EA4A8AE-581A-4170-8062-99645CB41337
brain-umap@2
0.920
491E04630-B2A7-448E-8C80-580818C9D7E6
brain-umap@2
0.915
593A7AA5D-FA07-470A-9FD3-306EA577D3C4
brain-umap@2
0.914
6A781FFD8-8A8D-4818-BD90-674295BE64D6
brain-umap@2
0.913
7D1729A17-148B-4C58-BEB5-7C4349A0E920
brain-umap@2
0.912
8FD3CFD0E-E8D9-4A57-A9F0-4FB519B7E459
brain-umap@2
0.909
9A541B123-A51C-4EF0-839E-8A9513311C98
brain-umap@2
0.908
10821FCEC2-41D4-48D9-8B75-D87405D075F7
brain-umap@2
0.907

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.596Inavolisib— uncovered
MYC_TARGETS_V20.552Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.499Idelalisib— uncovered
ALLOGRAFT_REJECTION0.459Idelalisib— uncovered
MYC_TARGETS_V10.457Inavolisib— uncovered
E2F_TARGETS0.445Inavolisib— uncovered
DNA_REPAIR0.442Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.426Inavolisib— uncovered
NOTCH_SIGNALING0.376Inavolisib— uncovered
G2M_CHECKPOINT0.342Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.341Inavolisib— uncovered
APOPTOSIS0.336Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.332Idelalisib— uncovered
TGF_BETA_SIGNALING0.303Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.294Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.281Inavolisib— uncovered
ANGIOGENESIS0.267Remibrutinib— uncovered
COAGULATION0.267Binimetinib— uncovered
COMPLEMENT0.266Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.259Inavolisib— uncovered