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

TCGA-63-7023-01A-11R-1949-07

· cohortSQ2

e3b361f9-5bf0-596b-9e4f-077e41275bf3

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

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+0.710
  • E2F_TARGETS+0.620
  • MYC_TARGETS_V1+0.590
  • G2M_CHECKPOINT+0.570
  • OXIDATIVE_PHOSPHORYLATION+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.310
  • DNA_REPAIR+0.300
  • MTORC1_SIGNALING+0.300
  • MITOTIC_SPINDLE+0.280
  • SPERMATOGENESIS+0.260

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.470
  • COAGULATION-0.420
  • IL6_JAK_STAT3_SIGNALING-0.400
  • ANGIOGENESIS-0.390
  • INFLAMMATORY_RESPONSE-0.370
  • COMPLEMENT-0.360
  • TGF_BETA_SIGNALING-0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.350
  • KRAS_SIGNALING_UP-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.330

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-34-5231-01A-21R-1820-07
lung-landscapes@6
cohortSQ20.943
2TCGA-60-2711-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.910
3TCGA-38-4630-01A-01R-1206-07
lung-landscapes@6
cohortMD10.901
4BS_RD4D5F9F
brain-umap@2
medulloblastoma0.900
5AUR-AG0N-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.899
6SRR15030859
colon-landscapes@1
0.899
7MNG531
mng-umap@100
0.896
83d1f89ec-ac0b-40f8-ac89-ed0c2d4967b7
colon-landscapes@1
0.896
9504282dd-4fef-4f70-a709-6a545d00a263
colon-landscapes@1
0.891
10TCGA-22-5481-01A-31R-1949-07
lung-landscapes@6
cohortMD10.891

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
MYC_TARGETS_V20.710Idelalisib— uncovered
E2F_TARGETS0.620Inavolisib— uncovered
MYC_TARGETS_V10.590Inavolisib— uncovered
G2M_CHECKPOINT0.570Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.320Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.310Idelalisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.280Inavolisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.020Inavolisib— uncovered