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

TCGA-60-2708-01A-01R-0851-07

· cohortSQ1

4cb1d295-d9d6-5746-aeca-6c4d356912ed

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.670
  • ANGIOGENESIS+0.540
  • HEDGEHOG_SIGNALING+0.510
  • HYPOXIA+0.470
  • NOTCH_SIGNALING+0.380
  • APICAL_JUNCTION+0.370
  • GLYCOLYSIS+0.320
  • MYC_TARGETS_V1+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.320
  • PANCREAS_BETA_CELLS+0.310

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.620
  • INTERFERON_GAMMA_RESPONSE-0.450
  • ALLOGRAFT_REJECTION-0.370
  • OXIDATIVE_PHOSPHORYLATION-0.190
  • BILE_ACID_METABOLISM-0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.140
  • COMPLEMENT-0.120
  • HEME_METABOLISM-0.110
  • IL6_JAK_STAT3_SIGNALING-0.090
  • FATTY_ACID_METABOLISM-0.080

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-77-8130-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.860
2SRR8943050
bladder-landscape@3
0.823
320020076.Her2HRpos
breast-umap@18
C0.821
4SRR2932813
head-neck@1
0.818
5C3L-02168
lung-landscapes@6
cohortSQ20.816
6TCGA-AN-A04A-01A-21R-A034-07
breast-umap@18
C0.813
7MBCProject_6109_T1A_RNA
breast-umap@18
C0.801
8TCGA-CR-5247-01A-01R-2016-07
head-neck@1
0.795
9TCGA-34-5236-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.793
10SRR5903555
lung-landscapes@6
cohortSQ10.792

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.670Inavolisib— uncovered
ANGIOGENESIS0.540Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.510Inavolisib— uncovered
HYPOXIA0.470Idelalisib— uncovered
NOTCH_SIGNALING0.380Inavolisib— uncovered
APICAL_JUNCTION0.370Inavolisib— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
MYC_TARGETS_V20.270Idelalisib— uncovered
MTORC1_SIGNALING0.260Inavolisib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered
COAGULATION0.180Binimetinib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.130Idelalisib— uncovered