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

TCGA-60-2703-01A-11R-2045-07

· cohortSQ1

0f60a77c-192c-55f3-983e-3481aa235e01

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
cohortSQ1
subtype
cohortSQ1
age_years
73

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+0.530
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.530
  • ANGIOGENESIS+0.520
  • G2M_CHECKPOINT+0.500
  • UV_RESPONSE_DN+0.450
  • MYC_TARGETS_V1+0.440
  • MITOTIC_SPINDLE+0.430
  • ANDROGEN_RESPONSE+0.380
  • MYC_TARGETS_V2+0.360
  • WNT_BETA_CATENIN_SIGNALING+0.360

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.390
  • ALLOGRAFT_REJECTION-0.300
  • XENOBIOTIC_METABOLISM-0.240
  • PEROXISOME-0.210
  • UV_RESPONSE_UP-0.190
  • BILE_ACID_METABOLISM-0.180
  • ESTROGEN_RESPONSE_EARLY-0.170
  • ESTROGEN_RESPONSE_LATE-0.170

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
1ERR2598197
medullo-epn-umap@date-based
fetalfetal0.878
2ERR2598184
medullo-epn-umap@date-based
fetalfetal0.860
320110025.TNBC
breast-umap@18
E0.853
4MNG2
mng-umap@100
0.843
5TCGA-22-4593-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.833
6SRR8942947
bladder-landscape@3
0.831
7ERR2598180
medullo-epn-umap@date-based
fetalfetal0.822
8MDT-AP-3334
medullo-epn-umap@date-based
MedMedulloblastoma0.821
9TCGA-21-5783-01A-41R-2187-07
lung-landscapes@6
cohortMD10.821
10ERR2598185
medullo-epn-umap@date-based
fetalfetal0.818

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.530Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.530Inavolisib— uncovered
ANGIOGENESIS0.520Remibrutinib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
UV_RESPONSE_DN0.450Inavolisib— uncovered
MYC_TARGETS_V10.440Inavolisib— uncovered
MITOTIC_SPINDLE0.430Inavolisib— uncovered
ANDROGEN_RESPONSE0.380Inavolisib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.360Inavolisib— uncovered
NOTCH_SIGNALING0.330Inavolisib— uncovered
PROTEIN_SECRETION0.320Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
MTORC1_SIGNALING0.310Inavolisib— uncovered
HYPOXIA0.230Idelalisib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered