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

TCGA-50-6591-01A-11R-1755-07

· cohortMD1

f9c5e968-9136-5df8-a731-b814f5fe7675

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
cohortMD1
subtype
cohortMD1
age_years
63

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.590
  • G2M_CHECKPOINT+0.560
  • MYC_TARGETS_V1+0.470
  • MITOTIC_SPINDLE+0.420
  • MYC_TARGETS_V2+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.310
  • DNA_REPAIR+0.280
  • UV_RESPONSE_DN+0.240
  • SPERMATOGENESIS+0.210
  • TGF_BETA_SIGNALING+0.180

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.580
  • IL6_JAK_STAT3_SIGNALING-0.580
  • INTERFERON_ALPHA_RESPONSE-0.580
  • INTERFERON_GAMMA_RESPONSE-0.580
  • INFLAMMATORY_RESPONSE-0.520
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • COMPLEMENT-0.450
  • APOPTOSIS-0.410
  • COAGULATION-0.400
  • XENOBIOTIC_METABOLISM-0.390

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_N6N147BY
brain-umap@2
Embryonal tumors0.915
2f2c3b90a.7e75.4a2a.925e.29eb9a2acac2
lung-landscapes@6
cohortA30.910
3ERR2208889
melanoma-umap@29
0.910
4SJEPD031150_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.910
5BS_BVSW4GTG
brain-umap@2
medulloblastoma0.907
6BS_1AYRM596
brain-umap@2
medulloblastoma0.906
7de19e3c1-3508-4c13-b2cf-7079ee934a55
melanoma-umap@29
0.905
8BS_5P1TN10Z
brain-umap@2
Embryonal tumors0.905
9TCGA-78-7155-01A-11R-2039-07
lung-landscapes@6
cohortMD10.903
100edf46a2-3dfb-4bae-b642-281e05975bd1
melanoma-umap@29
0.901

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.590Inavolisib— uncovered
G2M_CHECKPOINT0.560Inavolisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
MITOTIC_SPINDLE0.420Inavolisib— uncovered
MYC_TARGETS_V20.380Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
DNA_REPAIR0.280Idelalisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.050Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.030Inavolisib— uncovered