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

8BA4F4D7-5FCD-42B8-B000-108067FE6885

197950a8-0a8f-5041-92b6-12788c575df1

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
23.45597897503285
age_years
24
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

  • NOTCH_SIGNALING+0.537
  • INTERFERON_ALPHA_RESPONSE+0.447
  • TGF_BETA_SIGNALING+0.395
  • MYC_TARGETS_V1+0.381
  • IL6_JAK_STAT3_SIGNALING+0.355
  • PROTEIN_SECRETION+0.354
  • INTERFERON_GAMMA_RESPONSE+0.350
  • MITOTIC_SPINDLE+0.346
  • E2F_TARGETS+0.307
  • WNT_BETA_CATENIN_SIGNALING+0.307

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.331
  • SPERMATOGENESIS-0.290
  • MYOGENESIS-0.208
  • PANCREAS_BETA_CELLS-0.196
  • APICAL_SURFACE-0.156
  • ESTROGEN_RESPONSE_LATE-0.116
  • COAGULATION-0.114
  • BILE_ACID_METABOLISM-0.032
  • UV_RESPONSE_UP-0.026
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.025

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
10F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.936
2E6AA40DA-9AB7-478B-B46B-827F9AFE52D1
brain-umap@2
0.924
37604968C-689A-458D-96BA-33B163B238F8
brain-umap@2
0.923
4AB522ACF-5D84-41B0-9671-CE2511EBD94F
brain-umap@2
0.915
5745233F1-DF41-4DDA-9146-1666DD59355E
brain-umap@2
0.914
6AD62B8A4-6AB8-4C99-80F5-98A1C085027D
brain-umap@2
0.912
74880B586-BA92-48B2-A233-5C245D2E31C0
brain-umap@2
0.906
8EFB459E3-9B6A-4020-8556-6409065823B7
brain-umap@2
0.905
9C969CDC5-D2DC-4F7B-B84B-C53CEF26B2CF
brain-umap@2
0.901
1095286AA4-B357-41FE-8051-3BD3EBE93885
brain-umap@2
0.900

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.537Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.447Inavolisib— uncovered
TGF_BETA_SIGNALING0.395Inavolisib— uncovered
MYC_TARGETS_V10.381Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.355Inavolisib— uncovered
PROTEIN_SECRETION0.354Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
MITOTIC_SPINDLE0.346Inavolisib— uncovered
E2F_TARGETS0.307Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.307Inavolisib— uncovered
G2M_CHECKPOINT0.302Inavolisib— uncovered
DNA_REPAIR0.288Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.285Idelalisib— uncovered
IL2_STAT5_SIGNALING0.246Idelalisib— uncovered
MTORC1_SIGNALING0.233Inavolisib— uncovered
APOPTOSIS0.231Idelalisib— uncovered
ALLOGRAFT_REJECTION0.219Idelalisib— uncovered
ADIPOGENESIS0.203Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.174Inavolisib— uncovered