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

B7B9B5C1-C11D-47B8-B2F8-A5660AB961C1

6aa47d66-83f2-597c-afba-d50a04a8d8eb

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
94.44809461235216
age_years
35
sex
Female

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+0.535
  • G2M_CHECKPOINT+0.510
  • E2F_TARGETS+0.497
  • NOTCH_SIGNALING+0.480
  • TGF_BETA_SIGNALING+0.462
  • MYC_TARGETS_V2+0.444
  • WNT_BETA_CATENIN_SIGNALING+0.395
  • DNA_REPAIR+0.380
  • MITOTIC_SPINDLE+0.361
  • UNFOLDED_PROTEIN_RESPONSE+0.356

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.355
  • MYOGENESIS-0.179
  • INFLAMMATORY_RESPONSE-0.170
  • ALLOGRAFT_REJECTION-0.159
  • SPERMATOGENESIS-0.144
  • INTERFERON_GAMMA_RESPONSE-0.142
  • ANGIOGENESIS-0.136
  • IL6_JAK_STAT3_SIGNALING-0.135
  • PANCREAS_BETA_CELLS-0.115
  • APICAL_SURFACE-0.107

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
11F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.919
2SRR934870
brain-umap@2
0.910
3BE71F250-1529-43BD-84F3-3AFE1B42D77D
brain-umap@2
0.908
44A4E96B0-5AC6-4B7D-AB1C-F814C338589C
brain-umap@2
0.903
57779D220-647F-4D6C-890B-022208B51F57
brain-umap@2
0.901
6431CF176-101C-482F-B2A4-617ADF6475A8
brain-umap@2
0.898
707D10802-F79E-495E-B842-895C444CA439
brain-umap@2
0.898
83DA19761-6FF3-4E8C-AA0F-C04CE2CE7037
brain-umap@2
0.896
98E898165-F557-4D73-9D67-ED735BE256B2
brain-umap@2
0.895
1028B7B2FC-8270-42E3-95ED-4CC4F0979EE9
brain-umap@2
0.893

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
MYC_TARGETS_V10.535Inavolisib— uncovered
G2M_CHECKPOINT0.510Inavolisib— uncovered
E2F_TARGETS0.497Inavolisib— uncovered
NOTCH_SIGNALING0.480Inavolisib— uncovered
TGF_BETA_SIGNALING0.462Inavolisib— uncovered
MYC_TARGETS_V20.444Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.395Inavolisib— uncovered
DNA_REPAIR0.380Idelalisib— uncovered
MITOTIC_SPINDLE0.361Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.356Idelalisib— uncovered
PROTEIN_SECRETION0.346Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.329Inavolisib— uncovered
ANDROGEN_RESPONSE0.289Inavolisib— uncovered
ADIPOGENESIS0.266Inavolisib— uncovered
MTORC1_SIGNALING0.225Inavolisib— uncovered
UV_RESPONSE_DN0.197Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.181Remibrutinib— uncovered
HEME_METABOLISM0.180Temsirolimus— uncovered
PEROXISOME0.170Idelalisib— uncovered
APOPTOSIS0.143Idelalisib— uncovered