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

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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
age_years
42

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+0.420
  • MYC_TARGETS_V2+0.390
  • G2M_CHECKPOINT+0.340
  • E2F_TARGETS+0.300
  • MITOTIC_SPINDLE+0.210
  • WNT_BETA_CATENIN_SIGNALING+0.130
  • DNA_REPAIR+0.100
  • NOTCH_SIGNALING+0.080
  • SPERMATOGENESIS+0.080
  • MYOGENESIS+0.070

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.470
  • IL6_JAK_STAT3_SIGNALING-0.420
  • ANDROGEN_RESPONSE-0.370
  • INFLAMMATORY_RESPONSE-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • CHOLESTEROL_HOMEOSTASIS-0.350
  • HEDGEHOG_SIGNALING-0.340
  • MTORC1_SIGNALING-0.340
  • COMPLEMENT-0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.330

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
1BSR_21_0015_A1_S76
breast-umap@18
B0.830
2SRR8613722
breast-umap@18
E0.820
32d8478f6-41ac-47f5-ac3c-337af7245f5b
colon-landscapes@1
0.818
4BS_N5DVEJXT
brain-umap@2
Supratentorial Ependymoma0.815
5BS_2A5R9MEJ
brain-umap@2
high-grade glioma0.813
6R4
bladder-landscape@3
0.811
7SRR8942965
bladder-landscape@3
0.799
8TCGA-E9-A247-01A-11R-A169-07
breast-umap@18
B0.799
902c0aa6a-a7ea-4606-8449-7437df54802c
colon-landscapes@1
0.797
10BS_N5DVEJXT
medullo-epn-umap@date-based
EPNSupratentorial EPN0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.420Inavolisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.130Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
MYOGENESIS0.070Inavolisib— uncovered
MYC_TARGETS_V10.060Inavolisib— uncovered