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

R46

1c9a4a69-d38b-5af7-9e83-e27c5f8ff752

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
16
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

  • INTERFERON_ALPHA_RESPONSE+0.550
  • ALLOGRAFT_REJECTION+0.530
  • INTERFERON_GAMMA_RESPONSE+0.490
  • INFLAMMATORY_RESPONSE+0.430
  • IL6_JAK_STAT3_SIGNALING+0.410
  • IL2_STAT5_SIGNALING+0.390
  • BILE_ACID_METABOLISM+0.330
  • TNFA_SIGNALING_VIA_NFKB+0.330
  • COMPLEMENT+0.310
  • XENOBIOTIC_METABOLISM+0.290

Top 10 suppressed

  • G2M_CHECKPOINT-0.520
  • E2F_TARGETS-0.510
  • PROTEIN_SECRETION-0.450
  • MITOTIC_SPINDLE-0.430
  • MYC_TARGETS_V1-0.410
  • MTORC1_SIGNALING-0.320
  • ANDROGEN_RESPONSE-0.290
  • PI3K_AKT_MTOR_SIGNALING-0.250
  • PANCREAS_BETA_CELLS-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.180

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_M8M56Z4Y
brain-umap@2
pilocytic astrocytoma0.880
2R194
bladder-landscape@3
0.852
3TCGA-AC-A3BB-01A-21R-A19W-07
breast-umap@18
A0.845
497431f78-eea7-4799-8493-0ea4164a432b
melanoma-umap@29
0.840
5BS_4BWB0FA0
brain-umap@2
low-grade glioma0.838
6BS_DSS3S5XD
brain-umap@2
low-grade glioma0.836
7MDT-AP-1152
medullo-epn-umap@date-based
MedMedulloblastoma0.835
8TCGA-A7-A4SA-01A-11R-A266-07
breast-umap@18
A0.832
9TCGA-AC-A2FE-01A-11R-A19W-07
breast-umap@18
A0.831
10TCGA-FD-A43S-01A-21R-A23W-07
bladder-landscape@3
0.830

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
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.430Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.390Idelalisib— uncovered
BILE_ACID_METABOLISM0.330Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.330Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.290Inavolisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
COAGULATION0.260Binimetinib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered