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

2482156E-29A8-4B6B-91BD-219EAC9229B5

8273a315-e53d-54db-ba3f-edb30301d954

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
14.027595269382392
age_years
54
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

  • CHOLESTEROL_HOMEOSTASIS+0.506
  • MYC_TARGETS_V2+0.496
  • MYC_TARGETS_V1+0.441
  • DNA_REPAIR+0.419
  • OXIDATIVE_PHOSPHORYLATION+0.391
  • UNFOLDED_PROTEIN_RESPONSE+0.334
  • NOTCH_SIGNALING+0.306
  • MTORC1_SIGNALING+0.301
  • HEDGEHOG_SIGNALING+0.274
  • WNT_BETA_CATENIN_SIGNALING+0.271

Top 10 suppressed

  • ANGIOGENESIS-0.419
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.358
  • APICAL_SURFACE-0.331
  • IL6_JAK_STAT3_SIGNALING-0.310
  • KRAS_SIGNALING_DN-0.303
  • COAGULATION-0.295
  • ALLOGRAFT_REJECTION-0.256
  • SPERMATOGENESIS-0.247
  • INFLAMMATORY_RESPONSE-0.233
  • COMPLEMENT-0.218

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
183BB732E-132F-4677-B70D-5ADE69831226
brain-umap@2
0.940
22CF24C43-7C9D-4395-8C82-5A80361F9980
brain-umap@2
0.920
3604B16D3-7546-4E8C-8443-F1447CC5DFD5
brain-umap@2
0.914
43A2D0D6F-66C3-48EE-9EA4-68668FF9B043
brain-umap@2
0.899
50093DCB6-A7C8-4841-8383-0671A71DDA71
brain-umap@2
0.896
6B9E0623C-E3AC-4B2B-983E-C2246AD0DB00
brain-umap@2
0.894
77A392761-6834-4B60-A49A-99D0D2AEC612
brain-umap@2
0.888
892A04345-2DCA-49F5-801F-926B59255925
brain-umap@2
0.885
909E07A63-5FD2-4E4F-9FD5-2BB204302232
brain-umap@2
0.884
10D0F8B6CA-5F3B-4B66-BCC5-72C17325DABF
brain-umap@2
0.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.506Remibrutinib— uncovered
MYC_TARGETS_V20.496Idelalisib— uncovered
MYC_TARGETS_V10.441Inavolisib— uncovered
DNA_REPAIR0.419Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.391Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.334Idelalisib— uncovered
NOTCH_SIGNALING0.306Inavolisib— uncovered
MTORC1_SIGNALING0.301Inavolisib— uncovered
HEDGEHOG_SIGNALING0.274Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.271Inavolisib— uncovered
PEROXISOME0.225Idelalisib— uncovered
PROTEIN_SECRETION0.220Remibrutinib— uncovered
ADIPOGENESIS0.208Inavolisib— uncovered
P53_PATHWAY0.202Idelalisib— uncovered
FATTY_ACID_METABOLISM0.196Inavolisib— uncovered
ANDROGEN_RESPONSE0.158Inavolisib— uncovered
TGF_BETA_SIGNALING0.151Inavolisib— uncovered
E2F_TARGETS0.147Inavolisib— uncovered
UV_RESPONSE_UP0.133Idelalisib— uncovered
G2M_CHECKPOINT0.132Inavolisib— uncovered