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

TCGA-64-1677-01A-01R-0946-07

· cohortA1

29f9b310-2973-5b51-881d-f8e6837cd311

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
cohortA1
subtype
cohortA1
age_years
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.450
  • MYC_TARGETS_V1+0.400
  • INTERFERON_GAMMA_RESPONSE+0.320
  • ALLOGRAFT_REJECTION+0.300
  • E2F_TARGETS+0.270
  • DNA_REPAIR+0.260
  • INTERFERON_ALPHA_RESPONSE+0.240
  • MYC_TARGETS_V2+0.240
  • PANCREAS_BETA_CELLS+0.150
  • CHOLESTEROL_HOMEOSTASIS+0.140

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.510
  • MITOTIC_SPINDLE-0.480
  • WNT_BETA_CATENIN_SIGNALING-0.440
  • UV_RESPONSE_DN-0.430
  • TGF_BETA_SIGNALING-0.380
  • APICAL_JUNCTION-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • NOTCH_SIGNALING-0.330
  • PROTEIN_SECRETION-0.310
  • MYOGENESIS-0.260

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-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.842
2AUR-AFUK-TTM1-A-1-0-R-A743-41
breast-umap@18
B0.834
3TCGA-66-2771-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.832
4TCGA-D8-A1XL-01A-11R-A14M-07
breast-umap@18
B0.821
5TCGA-37-4132-01A-01R-1100-07
lung-landscapes@6
cohortA30.819
6TCGA-TN-A7HL-01A-11R-A34R-07
head-neck@1
0.810
7MBCProject_3717_T2_RNA
breast-umap@18
B0.805
8TCGA-37-4130-01A-01R-1100-07
lung-landscapes@6
cohortA10.790
9TCGA-58-8387-01A-11R-2296-07
lung-landscapes@6
cohortSQ20.787
10bd9c63e1-a1cb-4b2f-a909-839ce2fd8618
melanoma-umap@29
0.781

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.450Remibrutinib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
E2F_TARGETS0.270Inavolisib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.240Inavolisib— uncovered
MYC_TARGETS_V20.240Idelalisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.070Inavolisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered
COMPLEMENT0.020Inavolisib— uncovered
GLYCOLYSIS0.020Inavolisib— uncovered