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

TCGA-CF-A3MI-01A-11R-A20F-07

43dffe65-0715-505f-a9f9-3bc518260c3c

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
12.15505913
os_event
false
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

  • PANCREAS_BETA_CELLS+0.500
  • KRAS_SIGNALING_DN+0.450
  • SPERMATOGENESIS+0.200
  • ANGIOGENESIS+0.190
  • COAGULATION+0.190
  • MYOGENESIS+0.150
  • KRAS_SIGNALING_UP+0.130
  • APICAL_SURFACE+0.030
  • ESTROGEN_RESPONSE_LATE+0.030
  • ALLOGRAFT_REJECTION-0.040

Top 10 suppressed

  • PROTEIN_SECRETION-0.650
  • MYC_TARGETS_V1-0.630
  • UNFOLDED_PROTEIN_RESPONSE-0.610
  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.550
  • MITOTIC_SPINDLE-0.550
  • DNA_REPAIR-0.530
  • MYC_TARGETS_V2-0.530
  • MTORC1_SIGNALING-0.510
  • ANDROGEN_RESPONSE-0.480

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG923
mng-umap@100
0.965
2TCGA-DK-A1A7-01A-11R-A13Y-07
bladder-landscape@3
0.963
3MNG1259
mng-umap@100
0.962
4MNG597
mng-umap@100
0.957
5MDT-AP-1190
medullo-epn-umap@date-based
MedMedulloblastoma0.956
6TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.956
7MNG436
mng-umap@100
0.956
8BS_23W9EPFE
brain-umap@2
Ganglioglioma0.955
9BS_EXYHZ6D4
brain-umap@2
pilocytic astrocytoma0.949
10MNG1101
mng-umap@100
0.948

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.500Cobimetinib— uncovered
KRAS_SIGNALING_DN0.450Remibrutinib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
COAGULATION0.190Binimetinib— uncovered
MYOGENESIS0.150Inavolisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered