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

SRR1516045

c5e2bdda-b385-5087-914f-d0285c2c2e14

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
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

  • E2F_TARGETS+0.530
  • G2M_CHECKPOINT+0.490
  • PROTEIN_SECRETION+0.360
  • SPERMATOGENESIS+0.270
  • TNFA_SIGNALING_VIA_NFKB+0.250
  • MTORC1_SIGNALING+0.240
  • ANDROGEN_RESPONSE+0.230
  • MYC_TARGETS_V1+0.190
  • MITOTIC_SPINDLE+0.180
  • PANCREAS_BETA_CELLS+0.120

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.440
  • APICAL_JUNCTION-0.370
  • HEDGEHOG_SIGNALING-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • P53_PATHWAY-0.330
  • NOTCH_SIGNALING-0.320
  • MYOGENESIS-0.310
  • ANGIOGENESIS-0.300
  • COAGULATION-0.290
  • OXIDATIVE_PHOSPHORYLATION-0.280

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
1X95497371.8bdb.4ede.a383.2f4daf1d1183
lung-landscapes@6
cohortA40.784
2SRR2932847
head-neck@1
0.782
30f095e03-de38-4be9-874c-c58893e031d9
colon-landscapes@1
0.776
4b25e7003-40df-4806-baee-eb8ad1c69643
colon-landscapes@1
0.760
590c9f8cd-4c8c-4f07-af2f-e17db69bd561
colon-landscapes@1
0.746
6SRR8518162
breast-umap@18
E0.737
706d5607b-45d7-4247-8d42-709d9d292530
melanoma-umap@29
0.735
863f6d3e9-3f4b-44fa-8e48-980c70b7e4f1
melanoma-umap@29
0.734
9SRR10899995
melanoma-umap@29
0.731
10DRR168535
bladder-landscape@3
0.731

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.530Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
MYC_TARGETS_V10.190Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
PANCREAS_BETA_CELLS0.120Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
ALLOGRAFT_REJECTION0.090Idelalisib— uncovered
PEROXISOME0.080Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.070Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.060Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.050Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.040Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered