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

TCGA-BA-4077-01B-01R-1436-07

7efac66e-6a48-50f5-b54f-d21ac5c8c5fa

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
overall_survival_months
0.25890411
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.530
  • INTERFERON_GAMMA_RESPONSE+0.490
  • E2F_TARGETS+0.430
  • ALLOGRAFT_REJECTION+0.420
  • IL6_JAK_STAT3_SIGNALING+0.410
  • COMPLEMENT+0.400
  • INFLAMMATORY_RESPONSE+0.380
  • ESTROGEN_RESPONSE_LATE+0.320
  • MTORC1_SIGNALING+0.300
  • ANDROGEN_RESPONSE+0.290

Top 10 suppressed

  • MYC_TARGETS_V2-0.290
  • OXIDATIVE_PHOSPHORYLATION-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.180
  • WNT_BETA_CATENIN_SIGNALING-0.110
  • ANGIOGENESIS-0.050
  • MYC_TARGETS_V1-0.040
  • HEDGEHOG_SIGNALING-0.030
  • PROTEIN_SECRETION-0.020
  • UV_RESPONSE_DN-0.010
  • TGF_BETA_SIGNALING+0.010

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-BH-A0BD-01A-11R-A034-07
breast-umap@18
A0.840
2DRR168605
bladder-landscape@3
0.837
3d00dcdf0-3e98-41c5-9978-7a0ffceefa6c
melanoma-umap@29
0.813
4s0094235
melanoma-umap@29
0.811
5957a7228-3558-48fd-81d9-13f951e0b597
melanoma-umap@29
0.808
6GSM5359441
bladder-landscape@3
0.808
7TCGA-44-6779-01A-11R-1858-07
lung-landscapes@6
cohortA10.805
8b428d434-2904-4f67-a66f-b7928e2951e3
melanoma-umap@29
0.803
9GSM6454748
breast-umap@18
C0.803
10MDT-AP-2990
medullo-epn-umap@date-based
MedMedulloblastoma0.802

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
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
E2F_TARGETS0.430Inavolisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.320Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
COAGULATION0.290Binimetinib— uncovered
APICAL_SURFACE0.280Temsirolimus— uncovered
UV_RESPONSE_UP0.280Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.270Inavolisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
IL2_STAT5_SIGNALING0.210Idelalisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered