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

C3N-02300

· cohortSQ1

b48ac898-dcfc-54e5-a575-372f00a8c8fb

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
69.44832307

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+0.500
  • G2M_CHECKPOINT+0.460
  • MYC_TARGETS_V1+0.380
  • MYC_TARGETS_V2+0.330
  • HYPOXIA+0.320
  • HEDGEHOG_SIGNALING+0.300
  • DNA_REPAIR+0.290
  • P53_PATHWAY+0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.280
  • MTORC1_SIGNALING+0.280

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.290
  • PROTEIN_SECRETION-0.250
  • INTERFERON_GAMMA_RESPONSE-0.240
  • COMPLEMENT-0.200
  • INTERFERON_ALPHA_RESPONSE-0.200
  • ANDROGEN_RESPONSE-0.190
  • COAGULATION-0.170
  • KRAS_SIGNALING_UP-0.170
  • IL6_JAK_STAT3_SIGNALING-0.160
  • ADIPOGENESIS-0.120

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
1TCGA-21-A5DI-01A-31R-A26W-07
lung-landscapes@6
cohortSQ10.830
2TCGA-85-A4CN-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.822
3TCGA-63-A5MJ-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ20.816
4TCGA-39-5019-01A-01R-1820-07
lung-landscapes@6
cohortSQ20.786
5TCGA-92-8063-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.776
6TCGA-85-6798-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.774
7SRR6013551
lung-landscapes@6
cohortSQ10.772
8MNG715
mng-umap@100
0.772
9SRR8518200
breast-umap@18
E0.768
10MNG618
mng-umap@100
0.765

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.460Inavolisib— uncovered
MYC_TARGETS_V10.380Inavolisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
HYPOXIA0.320Idelalisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
P53_PATHWAY0.290Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.280Inavolisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
UV_RESPONSE_UP0.230Idelalisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered