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

TCGA-05-4403-01A-01R-1206-07

· cohortA1

09814cb6-bdda-5279-b82f-36b233df7dd9

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
76

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • COAGULATION+0.490
  • INTERFERON_ALPHA_RESPONSE+0.470
  • COMPLEMENT+0.440
  • PANCREAS_BETA_CELLS+0.440
  • INFLAMMATORY_RESPONSE+0.410
  • ESTROGEN_RESPONSE_LATE+0.390
  • CHOLESTEROL_HOMEOSTASIS+0.380
  • ADIPOGENESIS+0.370
  • ESTROGEN_RESPONSE_EARLY+0.370
  • INTERFERON_GAMMA_RESPONSE+0.370

Top 10 suppressed

  • E2F_TARGETS-0.630
  • G2M_CHECKPOINT-0.580
  • MYC_TARGETS_V2-0.580
  • MYC_TARGETS_V1-0.400
  • MITOTIC_SPINDLE-0.330
  • SPERMATOGENESIS-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.270
  • MTORC1_SIGNALING-0.230
  • WNT_BETA_CATENIN_SIGNALING-0.160
  • DNA_REPAIR-0.100

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.

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

#SampleCancer typeSubtypecos similarity
1BS_FJZPQZ2C
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.934
2BS_3G3KWY18
brain-umap@2
low-grade glioma0.924
3BS_3W07B2TG
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.912
4BS_GWCRMKE6
brain-umap@2
pilocytic astrocytoma0.900
5TCGA-67-3772-01A-01R-0946-07
lung-landscapes@6
cohortA10.897
6BS_HC5M8JTC
brain-umap@2
low-grade glioma0.891
7BS_EFEZB0ZH
brain-umap@2
low-grade glioma0.889
8BS_YEQVW4ND
brain-umap@2
low-grade glioma0.889
9BS_M4TTKPNR
brain-umap@2
pilocytic astrocytoma0.886
10SRR27320696
colon-landscapes@1
0.885

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.490Binimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
COMPLEMENT0.440Inavolisib— uncovered
PANCREAS_BETA_CELLS0.440Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.410Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.390Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.380Remibrutinib— uncovered
ADIPOGENESIS0.370Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.370Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
BILE_ACID_METABOLISM0.360Inavolisib— uncovered
KRAS_SIGNALING_UP0.360Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
ALLOGRAFT_REJECTION0.330Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.330Inavolisib— uncovered
APICAL_SURFACE0.320Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
APOPTOSIS0.310Idelalisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered