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

C3N-02435

· cohortSQ1

51ad657b-bd25-5a13-9055-0020b7519142

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
cohortSQ1
subtype
cohortSQ1
age_years
64.42436687

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • G2M_CHECKPOINT+0.380
  • MITOTIC_SPINDLE+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.290
  • E2F_TARGETS+0.250
  • MYC_TARGETS_V2+0.200
  • NOTCH_SIGNALING+0.200
  • SPERMATOGENESIS+0.140
  • APICAL_SURFACE+0.110
  • HEDGEHOG_SIGNALING+0.080

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.500
  • TNFA_SIGNALING_VIA_NFKB-0.500
  • ALLOGRAFT_REJECTION-0.480
  • INTERFERON_ALPHA_RESPONSE-0.480
  • INTERFERON_GAMMA_RESPONSE-0.470
  • IL6_JAK_STAT3_SIGNALING-0.440
  • CHOLESTEROL_HOMEOSTASIS-0.370
  • COMPLEMENT-0.370
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • UV_RESPONSE_UP-0.350

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
1SRR6013547
lung-landscapes@6
cohortMD10.903
2TCGA-56-8083-01A-11R-2247-07
lung-landscapes@6
cohortMD10.902
3SRR8613768
breast-umap@18
E0.881
4TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.877
5SRR10899974
melanoma-umap@29
0.866
6TCGA-AC-A2QH-01B-04R-A22O-07
breast-umap@18
D0.863
77478db87-0751-4771-941f-9fccdf01853d
melanoma-umap@29
0.862
8a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.855
9SRR8392888
lung-landscapes@6
cohortMD10.852
1020100144.Her2HRpos
breast-umap@18
D0.850

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.380Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.290Inavolisib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.080Inavolisib— uncovered
UV_RESPONSE_DN0.080Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
TGF_BETA_SIGNALING0.040Inavolisib— uncovered
MYC_TARGETS_V10.030Inavolisib— uncovered
APICAL_JUNCTION0.020Inavolisib— uncovered