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

TCGA-77-A5G6-01A-11R-A27Q-07

· cohortSQ1

bf834262-d6c3-5cc7-8ee8-13e74f1e264f

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
66

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+0.560
  • E2F_TARGETS+0.550
  • MYC_TARGETS_V1+0.470
  • MITOTIC_SPINDLE+0.400
  • MYC_TARGETS_V2+0.370
  • WNT_BETA_CATENIN_SIGNALING+0.370
  • DNA_REPAIR+0.310
  • SPERMATOGENESIS+0.140
  • PROTEIN_SECRETION+0.120
  • OXIDATIVE_PHOSPHORYLATION+0.090

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.620
  • INTERFERON_GAMMA_RESPONSE-0.600
  • INFLAMMATORY_RESPONSE-0.530
  • ALLOGRAFT_REJECTION-0.520
  • IL6_JAK_STAT3_SIGNALING-0.500
  • COMPLEMENT-0.470
  • COAGULATION-0.450
  • IL2_STAT5_SIGNALING-0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.390

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-33-4587-01A-11R-2125-07
lung-landscapes@6
cohortMD10.944
2BS_N6N147BY
brain-umap@2
Embryonal tumors0.927
3BS_K25F4J3V
brain-umap@2
ATRT0.925
4TCGA-O2-A5IB-01A-11R-A27Q-07
lung-landscapes@6
cohortMD10.925
5SRR8518295
breast-umap@18
E0.923
6SRR8613725
breast-umap@18
E0.923
7TCGA-NC-A5HH-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.922
8SRR13780247
lung-landscapes@6
cohortMD10.922
9TCGA-66-2793-01A-01R-1201-07
lung-landscapes@6
cohortMD10.922
10SRR12696755
melanoma-umap@29
0.921

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_CHECKPOINT0.560Inavolisib— uncovered
E2F_TARGETS0.550Inavolisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
MYC_TARGETS_V20.370Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.370Inavolisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
PROTEIN_SECRETION0.120Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.080Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
GLYCOLYSIS0.040Inavolisib— uncovered
ANDROGEN_RESPONSE0.010Inavolisib— uncovered
NOTCH_SIGNALING0.010Inavolisib— uncovered