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

TCGA-78-7154-01A-11R-2039-07

· cohortA4

9080ad1f-00f7-559d-91ad-46c58e792b6e

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
cohortA4
subtype
cohortA4
age_years
72

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.510
  • MTORC1_SIGNALING+0.490
  • MYC_TARGETS_V1+0.460
  • E2F_TARGETS+0.430
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • G2M_CHECKPOINT+0.370
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • UNFOLDED_PROTEIN_RESPONSE+0.330
  • ESTROGEN_RESPONSE_EARLY+0.310
  • FATTY_ACID_METABOLISM+0.310

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.450
  • INTERFERON_ALPHA_RESPONSE-0.340
  • INTERFERON_GAMMA_RESPONSE-0.330
  • MYOGENESIS-0.250
  • ALLOGRAFT_REJECTION-0.210
  • APICAL_JUNCTION-0.180
  • P53_PATHWAY-0.180
  • INFLAMMATORY_RESPONSE-0.170
  • IL6_JAK_STAT3_SIGNALING-0.130
  • KRAS_SIGNALING_DN-0.130

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
1GSM5359435
bladder-landscape@3
0.845
2TCGA-39-5034-01A-01R-1443-07
lung-landscapes@6
cohortA30.829
3TCGA-E9-A1RB-01A-11R-A157-07
breast-umap@18
C0.803
4TCGA-D8-A27W-01A-11R-A16F-07
breast-umap@18
B0.799
5R265
bladder-landscape@3
0.794
6MDT-AP-0322
medullo-epn-umap@date-based
MedMedulloblastoma0.794
7TCGA-73-4676-01A-01R-1755-07
lung-landscapes@6
cohortA10.794
8SRR4195661
colon-landscapes@1
0.788
9TCGA-77-7140-01A-41R-2045-07
lung-landscapes@6
cohortSQ20.783
10MNG432
mng-umap@100
0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.510Idelalisib— uncovered
MTORC1_SIGNALING0.490Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
E2F_TARGETS0.430Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.330Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
FATTY_ACID_METABOLISM0.310Inavolisib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.270Inavolisib— uncovered
ANDROGEN_RESPONSE0.250Inavolisib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
PEROXISOME0.200Idelalisib— uncovered