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

TCGA-05-4424-01A-22R-1858-07

· cohortA1

6851dd90-19c2-5074-b159-28ea6db55677

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
cohortA1
subtype
cohortA1
age_years
70

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.400
  • ANDROGEN_RESPONSE+0.390
  • PROTEIN_SECRETION+0.370
  • MITOTIC_SPINDLE+0.360
  • CHOLESTEROL_HOMEOSTASIS+0.330
  • INTERFERON_ALPHA_RESPONSE+0.320
  • COMPLEMENT+0.310
  • UV_RESPONSE_DN+0.310
  • KRAS_SIGNALING_UP+0.270
  • NOTCH_SIGNALING+0.270

Top 10 suppressed

  • MYC_TARGETS_V2-0.320
  • PANCREAS_BETA_CELLS-0.270
  • DNA_REPAIR-0.250
  • P53_PATHWAY-0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • OXIDATIVE_PHOSPHORYLATION-0.200
  • TNFA_SIGNALING_VIA_NFKB-0.140
  • MYC_TARGETS_V1-0.120
  • HYPOXIA-0.060
  • KRAS_SIGNALING_DN-0.040

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
1MDT-AP-3280
medullo-epn-umap@date-based
MedMedulloblastoma0.744
2SRR934773
brain-umap@2
0.722
3SRR934850
brain-umap@2
0.715
4MNG1023
mng-umap@100
0.709
5TCGA-91-6828-01A-11R-1858-07
lung-landscapes@6
cohortA30.708
6TCGA-44-6775-01A-11R-A278-07
lung-landscapes@6
cohortMD20.706
7TCGA-GC-A3OO-01A-11R-A22U-07
bladder-landscape@3
0.705
8MNG1193
mng-umap@100
0.704
9TCGA-BA-5151-01A-01R-1436-07
head-neck@1
0.703
1032CED7C6-C413-4B5C-8A49-8AA2C97E582D
brain-umap@2
0.702

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
ANDROGEN_RESPONSE0.390Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.320Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
UV_RESPONSE_DN0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.270Inavolisib— uncovered
NOTCH_SIGNALING0.270Inavolisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
PEROXISOME0.190Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
FATTY_ACID_METABOLISM0.160Inavolisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered