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

TCGA-97-A4M7-01A-11R-A24X-07

· cohortA1

233442cc-f538-5a0c-b88c-fcfcfb0ff7cf

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
74

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • IL6_JAK_STAT3_SIGNALING+0.350
  • ALLOGRAFT_REJECTION+0.310
  • KRAS_SIGNALING_DN+0.300
  • COAGULATION+0.290
  • INTERFERON_GAMMA_RESPONSE+0.290
  • ANGIOGENESIS+0.280
  • MYOGENESIS+0.280
  • KRAS_SIGNALING_UP+0.260
  • INFLAMMATORY_RESPONSE+0.220
  • HEDGEHOG_SIGNALING+0.210

Top 10 suppressed

  • MYC_TARGETS_V1-0.710
  • MYC_TARGETS_V2-0.690
  • E2F_TARGETS-0.620
  • G2M_CHECKPOINT-0.610
  • OXIDATIVE_PHOSPHORYLATION-0.590
  • MTORC1_SIGNALING-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.460
  • DNA_REPAIR-0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400
  • ANDROGEN_RESPONSE-0.370

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-86-A4P7-01A-11R-A24X-07
lung-landscapes@6
cohortA10.938
2BS_0XEG6SNV
medullo-epn-umap@date-based
EPNSupratentorial EPN0.921
3TCGA-S2-AA1A-01A-12R-A39D-07
lung-landscapes@6
cohortA10.921
4SRR6013478
lung-landscapes@6
cohortMD20.918
5TCGA-55-8510-01A-11R-2403-07
lung-landscapes@6
cohortA10.916
6TCGA-75-7025-01A-12R-1949-07
lung-landscapes@6
cohortA10.916
7TCGA-55-7728-01A-11R-2187-07
lung-landscapes@6
cohortA10.914
8BS_GTZCFGRZ
brain-umap@2
Ganglioglioma0.913
9SRR26320079
bladder-landscape@3
0.912
10ee0e68bf-7fa0-4edc-a9df-30a63c2db34a
melanoma-umap@29
0.912

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
ALLOGRAFT_REJECTION0.310Idelalisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
COAGULATION0.290Binimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.160Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.130Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.090Inavolisib— uncovered
APICAL_JUNCTION0.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
P53_PATHWAY0.010Idelalisib— uncovered