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

09E07A63-5FD2-4E4F-9FD5-2BB204302232

bab14475-c474-5728-b77e-f5ee044819f7

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
135.11826544021025
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

  • MYC_TARGETS_V1+0.526
  • CHOLESTEROL_HOMEOSTASIS+0.456
  • MYC_TARGETS_V2+0.452
  • NOTCH_SIGNALING+0.449
  • UNFOLDED_PROTEIN_RESPONSE+0.439
  • DNA_REPAIR+0.417
  • OXIDATIVE_PHOSPHORYLATION+0.408
  • WNT_BETA_CATENIN_SIGNALING+0.391
  • PROTEIN_SECRETION+0.372
  • MTORC1_SIGNALING+0.361

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.429
  • SPERMATOGENESIS-0.289
  • COAGULATION-0.262
  • ANGIOGENESIS-0.243
  • ALLOGRAFT_REJECTION-0.220
  • MYOGENESIS-0.207
  • INFLAMMATORY_RESPONSE-0.197
  • INTERFERON_ALPHA_RESPONSE-0.193
  • ESTROGEN_RESPONSE_LATE-0.168
  • INTERFERON_GAMMA_RESPONSE-0.164

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
192A04345-2DCA-49F5-801F-926B59255925
brain-umap@2
0.915
253426017-24F2-4348-BEE1-05E80B6A0E6B
brain-umap@2
0.910
30093DCB6-A7C8-4841-8383-0671A71DDA71
brain-umap@2
0.893
42482156E-29A8-4B6B-91BD-219EAC9229B5
brain-umap@2
0.884
5D0F8B6CA-5F3B-4B66-BCC5-72C17325DABF
brain-umap@2
0.880
6BE71F250-1529-43BD-84F3-3AFE1B42D77D
brain-umap@2
0.878
7CD628EE7-84DE-4D82-840B-73718D006B6F
brain-umap@2
0.872
868CE8E02-F24A-4580-9881-DFBB288E2ED7
brain-umap@2
0.871
93A2D0D6F-66C3-48EE-9EA4-68668FF9B043
brain-umap@2
0.871
107A392761-6834-4B60-A49A-99D0D2AEC612
brain-umap@2
0.866

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.526Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.456Remibrutinib— uncovered
MYC_TARGETS_V20.452Idelalisib— uncovered
NOTCH_SIGNALING0.449Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.439Idelalisib— uncovered
DNA_REPAIR0.417Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.408Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.391Inavolisib— uncovered
PROTEIN_SECRETION0.372Remibrutinib— uncovered
MTORC1_SIGNALING0.361Inavolisib— uncovered
HEDGEHOG_SIGNALING0.354Inavolisib— uncovered
TGF_BETA_SIGNALING0.312Inavolisib— uncovered
PANCREAS_BETA_CELLS0.288Cobimetinib— uncovered
UV_RESPONSE_UP0.253Idelalisib— uncovered
ANDROGEN_RESPONSE0.245Inavolisib— uncovered
P53_PATHWAY0.214Idelalisib— uncovered
ADIPOGENESIS0.211Inavolisib— uncovered
E2F_TARGETS0.160Inavolisib— uncovered
MITOTIC_SPINDLE0.157Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.121Inavolisib— uncovered