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

TCGA-D8-A1X8-01A-11R-A14M-07

· B

5b6b7eaf-fbf2-54b0-af8b-d9f6ac0e913d

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
B
subtype
B
overall_survival_months
26

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.410
  • UV_RESPONSE_DN+0.400
  • ESTROGEN_RESPONSE_EARLY+0.300
  • ANDROGEN_RESPONSE+0.270
  • ANGIOGENESIS+0.270
  • NOTCH_SIGNALING+0.260
  • KRAS_SIGNALING_UP+0.240
  • TGF_BETA_SIGNALING+0.230
  • BILE_ACID_METABOLISM+0.180
  • MITOTIC_SPINDLE+0.180

Top 10 suppressed

  • MYC_TARGETS_V2-0.540
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • E2F_TARGETS-0.300
  • DNA_REPAIR-0.220
  • KRAS_SIGNALING_DN-0.190
  • INTERFERON_ALPHA_RESPONSE-0.170
  • INTERFERON_GAMMA_RESPONSE-0.170
  • MYC_TARGETS_V1-0.170
  • G2M_CHECKPOINT-0.160
  • GLYCOLYSIS-0.160

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-E2-A1L6-01A-11R-A13Q-07
breast-umap@18
A0.779
2TCGA-A8-A09A-01A-11R-A00Z-07
breast-umap@18
B0.751
3TCGA-AR-A24M-01A-11R-A169-07
breast-umap@18
B0.734
4f8877925-49e4-420e-8bd8-cac3a47b67d1
melanoma-umap@29
0.710
5SRR4296096
lung-landscapes@6
cohortA10.702
6TCGA-CR-7364-01A-11R-2016-07
head-neck@1
0.699
7TCGA-BH-A1ET-01A-11R-A137-07
breast-umap@18
B0.689
8ERR2598079
medullo-epn-umap@date-based
fetalfetal0.688
9TCGA-A2-A1G0-01A-11R-A13Q-07
breast-umap@18
A0.686
10TCGA-44-6146-01A-11R-1755-07
lung-landscapes@6
cohortA10.681

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.410Remibrutinib— uncovered
UV_RESPONSE_DN0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.270Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
NOTCH_SIGNALING0.260Inavolisib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.230Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
PANCREAS_BETA_CELLS0.160Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.130Idelalisib— uncovered
PEROXISOME0.090Idelalisib— uncovered
HEDGEHOG_SIGNALING0.080Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.080Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered