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

TCGA-22-4599-01A-01R-1443-07

· cohortSQ2

06c38148-388d-5531-b7ac-02643d66a4ac

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
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

  • E2F_TARGETS+0.510
  • MTORC1_SIGNALING+0.500
  • MYC_TARGETS_V1+0.460
  • ALLOGRAFT_REJECTION+0.450
  • G2M_CHECKPOINT+0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.370
  • INTERFERON_GAMMA_RESPONSE+0.360
  • INFLAMMATORY_RESPONSE+0.330
  • CHOLESTEROL_HOMEOSTASIS+0.300

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.450
  • ESTROGEN_RESPONSE_EARLY-0.200
  • UV_RESPONSE_DN-0.170
  • APICAL_JUNCTION-0.160
  • MITOTIC_SPINDLE-0.160
  • ANDROGEN_RESPONSE-0.130
  • COAGULATION-0.100
  • MYOGENESIS-0.100
  • TNFA_SIGNALING_VIA_NFKB-0.090
  • ESTROGEN_RESPONSE_LATE-0.050

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-XF-A9T5-01A-11R-A42T-07
bladder-landscape@3
0.849
2BSR_11_0148_A2_S91
breast-umap@18
C0.829
3BSR_02_0048_A10_S104
breast-umap@18
C0.829
4SRR35579824
breast-umap@18
E0.825
5TCGA-C8-A1HF-01A-11R-A137-07
breast-umap@18
C0.821
6MDT-AP-0368
medullo-epn-umap@date-based
MedMedulloblastoma0.813
7BS_996ZS2A4
brain-umap@2
ATRT0.809
8TCGA-66-2791-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.806
9TCGA-A2-A0EQ-01A-11R-A034-07
breast-umap@18
C0.804
10AUR-AF98-TTM1-A-1-1-R-A742-41
breast-umap@18
E0.803

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.510Inavolisib— uncovered
MTORC1_SIGNALING0.500Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.370Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.360Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.330Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
MYC_TARGETS_V20.280Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.210Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.210Inavolisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
COMPLEMENT0.170Inavolisib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered