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

C3L-04014

· cohortSQ2

ca1b3232-d46b-5086-b864-6d23c7518ce9

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
cohortSQ2
subtype
cohortSQ2
age_years
57.59069131

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.390
  • E2F_TARGETS+0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.320
  • G2M_CHECKPOINT+0.300
  • MYC_TARGETS_V1+0.250
  • SPERMATOGENESIS+0.200
  • KRAS_SIGNALING_DN+0.190
  • UNFOLDED_PROTEIN_RESPONSE+0.130
  • CHOLESTEROL_HOMEOSTASIS+0.120
  • MTORC1_SIGNALING+0.120

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.320
  • ALLOGRAFT_REJECTION-0.280
  • IL2_STAT5_SIGNALING-0.280
  • TNFA_SIGNALING_VIA_NFKB-0.270
  • INFLAMMATORY_RESPONSE-0.260
  • KRAS_SIGNALING_UP-0.240
  • ANDROGEN_RESPONSE-0.230
  • IL6_JAK_STAT3_SIGNALING-0.220
  • HEDGEHOG_SIGNALING-0.190
  • UV_RESPONSE_DN-0.190

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-77-7139-01A-11R-2045-07
lung-landscapes@6
cohortSQ20.829
2TCGA-DK-A1AE-01A-11R-A13Y-07
bladder-landscape@3
0.814
320090275.TNBC
breast-umap@18
E0.808
4TCGA-B6-A0I1-01A-11R-A21T-07
breast-umap@18
E0.807
5TCGA-QK-A6VB-01A-12R-A34R-07
head-neck@1
0.805
6ERR2208894
melanoma-umap@29
0.805
7TCGA-NC-A5HD-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.801
8C3L-02649
lung-landscapes@6
cohortMD10.800
9SRR8942959
bladder-landscape@3
0.798
10TCGA-GU-AATQ-01A-11R-A39I-07
bladder-landscape@3
0.798

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.390Idelalisib— uncovered
E2F_TARGETS0.330Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.320Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
MYC_TARGETS_V10.250Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.130Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.120Remibrutinib— uncovered
MTORC1_SIGNALING0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.080Inavolisib— uncovered
MYOGENESIS0.080Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.070Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
PANCREAS_BETA_CELLS0.050Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.030Inavolisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered