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

TCGA-66-2753-01A-01R-0980-07

· cohortSQ1

e30bd2f7-192d-530c-a213-fdb56d2c53c5

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
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.600
  • G2M_CHECKPOINT+0.510
  • UNFOLDED_PROTEIN_RESPONSE+0.510
  • MYC_TARGETS_V1+0.500
  • E2F_TARGETS+0.470
  • MTORC1_SIGNALING+0.440
  • PROTEIN_SECRETION+0.420
  • ANDROGEN_RESPONSE+0.400
  • ANGIOGENESIS+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.330

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.380
  • PANCREAS_BETA_CELLS-0.310
  • INTERFERON_GAMMA_RESPONSE-0.290
  • KRAS_SIGNALING_DN-0.280
  • MYOGENESIS-0.280
  • ALLOGRAFT_REJECTION-0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • NOTCH_SIGNALING-0.220
  • APICAL_SURFACE-0.180
  • COAGULATION-0.180

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-85-8351-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.860
2ERR2598051
medullo-epn-umap@date-based
fetalfetal0.843
3BS_9XVACXP0
brain-umap@2
high-grade glioma0.836
4ERR2598169
medullo-epn-umap@date-based
fetalfetal0.835
5SRR4195653
colon-landscapes@1
0.835
6MDT-AP-3285
medullo-epn-umap@date-based
MedMedulloblastoma0.835
7TCGA-56-7222-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.833
8TCGA-H7-8502-01A-11R-2403-07
head-neck@1
0.829
907D10802-F79E-495E-B842-895C444CA439
brain-umap@2
0.822
10SRR12696801
melanoma-umap@29
0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.600Idelalisib— uncovered
G2M_CHECKPOINT0.510Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.510Idelalisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
E2F_TARGETS0.470Inavolisib— uncovered
MTORC1_SIGNALING0.440Inavolisib— uncovered
PROTEIN_SECRETION0.420Remibrutinib— uncovered
ANDROGEN_RESPONSE0.400Inavolisib— uncovered
ANGIOGENESIS0.350Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
MITOTIC_SPINDLE0.320Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
GLYCOLYSIS0.290Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.290Inavolisib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered