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

TCGA-22-5492-01A-01R-1635-07

· cohortSQ1

cdf3933f-ab7c-5f26-a4f4-b8d86e61f41f

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
73

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+0.470
  • INTERFERON_ALPHA_RESPONSE+0.440
  • MITOTIC_SPINDLE+0.430
  • TGF_BETA_SIGNALING+0.430
  • OXIDATIVE_PHOSPHORYLATION+0.420
  • PI3K_AKT_MTOR_SIGNALING+0.400
  • E2F_TARGETS+0.390
  • INTERFERON_GAMMA_RESPONSE+0.390
  • ALLOGRAFT_REJECTION+0.340
  • IL6_JAK_STAT3_SIGNALING+0.330

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.350
  • ANGIOGENESIS-0.270
  • COAGULATION-0.250
  • MYOGENESIS-0.200
  • KRAS_SIGNALING_DN-0.140
  • MYC_TARGETS_V2-0.130
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.090
  • XENOBIOTIC_METABOLISM-0.010
  • SPERMATOGENESIS+0.000
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.020

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
1C9523C23-CF9B-4C33-A256-4106AD46729D
brain-umap@2
0.854
26292335B-7CBB-45BE-AA2A-B39FFDA8768D
brain-umap@2
0.844
357AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.838
4TCGA-XF-AAMQ-01A-11R-A42T-07
bladder-landscape@3
0.838
50F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.829
6AD62B8A4-6AB8-4C99-80F5-98A1C085027D
brain-umap@2
0.826
7MNG1200
mng-umap@100
0.815
8SRR934830
brain-umap@2
0.813
95EC64886-2295-497A-BEE8-8AA17D8DADF1
brain-umap@2
0.811
10SRR934946
brain-umap@2
0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.470Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.440Inavolisib— uncovered
MITOTIC_SPINDLE0.430Inavolisib— uncovered
TGF_BETA_SIGNALING0.430Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.400Inavolisib— uncovered
E2F_TARGETS0.390Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
MTORC1_SIGNALING0.310Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered