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

TCGA-44-2665-01A-01R-A278-07

· cohortMD2

179c24a4-2576-5fd5-86b7-013c7c3ce96c

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
cohortMD2
subtype
cohortMD2

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+0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • UV_RESPONSE_DN+0.340
  • ANDROGEN_RESPONSE+0.290
  • KRAS_SIGNALING_UP+0.200
  • TGF_BETA_SIGNALING+0.180
  • INTERFERON_GAMMA_RESPONSE+0.150
  • INTERFERON_ALPHA_RESPONSE+0.140
  • INFLAMMATORY_RESPONSE+0.090
  • ANGIOGENESIS+0.070

Top 10 suppressed

  • MYC_TARGETS_V2-0.420
  • CHOLESTEROL_HOMEOSTASIS-0.360
  • APICAL_SURFACE-0.340
  • KRAS_SIGNALING_DN-0.340
  • UV_RESPONSE_UP-0.330
  • ESTROGEN_RESPONSE_LATE-0.320
  • E2F_TARGETS-0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • MYOGENESIS-0.280
  • P53_PATHWAY-0.280

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-44-3918-01A-01R-A278-07
lung-landscapes@6
cohortMD20.811
2TCGA-E9-A24A-01A-11R-A169-07
breast-umap@18
B0.792
3SRR6013566
lung-landscapes@6
cohortMD20.786
4TCGA-44-2665-01B-06R-A277-07
lung-landscapes@6
cohortMD20.768
5SRR25617900
breast-umap@18
A0.764
6TCGA-44-6147-01A-11R-A278-07
lung-landscapes@6
cohortMD20.762
7MNG864
mng-umap@100
0.753
8R404
bladder-landscape@3
0.752
9TCGA-44-6775-01A-11R-A278-07
lung-landscapes@6
cohortMD20.747
10SRR6013569
lung-landscapes@6
cohortMD20.737

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.490Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
UV_RESPONSE_DN0.340Inavolisib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.150Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.140Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.090Idelalisib— uncovered
ANGIOGENESIS0.070Remibrutinib— uncovered
COMPLEMENT0.070Inavolisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered
COAGULATION0.040Binimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.040Idelalisib— uncovered
ALLOGRAFT_REJECTION0.030Idelalisib— uncovered
MITOTIC_SPINDLE0.030Inavolisib— uncovered
PEROXISOME0.030Idelalisib— uncovered
IL2_STAT5_SIGNALING0.020Idelalisib— uncovered