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

TCGA-91-6828-01A-11R-1858-07

· cohortA3

775b2d1f-4a4e-56f9-a6a3-0e79bbfd5308

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
cohortA3
subtype
cohortA3
age_years
70

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.470
  • INFLAMMATORY_RESPONSE+0.400
  • PROTEIN_SECRETION+0.400
  • ANDROGEN_RESPONSE+0.390
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • UV_RESPONSE_DN+0.370
  • IL6_JAK_STAT3_SIGNALING+0.360
  • ALLOGRAFT_REJECTION+0.350
  • COMPLEMENT+0.330
  • IL2_STAT5_SIGNALING+0.310

Top 10 suppressed

  • MYC_TARGETS_V2-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • MYC_TARGETS_V1-0.330
  • E2F_TARGETS-0.300
  • KRAS_SIGNALING_DN-0.240
  • DNA_REPAIR-0.190
  • GLYCOLYSIS-0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.160
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.150
  • SPERMATOGENESIS-0.140

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-69-7761-01A-11R-2170-07
lung-landscapes@6
cohortA10.896
2TCGA-BA-5151-01A-01R-1436-07
head-neck@1
0.853
3TCGA-69-7974-01A-11R-2187-07
lung-landscapes@6
cohortA10.833
4SAMN03290930
melanoma-umap@29
0.833
5efe57fc7-7cf4-432b-86ff-9fd2d1a37b5e
melanoma-umap@29
0.832
6MNG464
mng-umap@100
0.832
7TCGA-AR-A252-01A-11R-A169-07
breast-umap@18
A0.830
8TCGA-A8-A0A1-01A-11R-A00Z-07
breast-umap@18
A0.828
9BS_V0Q1G94N
brain-umap@2
low-grade glioma0.826
10SJEPD032296_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.826

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.470Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
ANDROGEN_RESPONSE0.390Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
UV_RESPONSE_DN0.370Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
ALLOGRAFT_REJECTION0.350Idelalisib— uncovered
COMPLEMENT0.330Inavolisib— uncovered
IL2_STAT5_SIGNALING0.310Idelalisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
HEME_METABOLISM0.280Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.270Idelalisib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.230Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered