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

TCGA-77-A5G1-01A-11R-A27Q-07

· cohortSQ1

6ce847d2-6291-52e9-888d-1a086ef3485f

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
75

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.420
  • PROTEIN_SECRETION+0.410
  • IL6_JAK_STAT3_SIGNALING+0.340
  • APICAL_JUNCTION+0.330
  • INFLAMMATORY_RESPONSE+0.330
  • TNFA_SIGNALING_VIA_NFKB+0.330
  • ANDROGEN_RESPONSE+0.290
  • UV_RESPONSE_DN+0.290
  • APICAL_SURFACE+0.280

Top 10 suppressed

  • E2F_TARGETS-0.340
  • INTERFERON_ALPHA_RESPONSE-0.250
  • SPERMATOGENESIS-0.210
  • FATTY_ACID_METABOLISM-0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.180
  • HEDGEHOG_SIGNALING-0.130
  • DNA_REPAIR-0.120
  • G2M_CHECKPOINT-0.120
  • KRAS_SIGNALING_DN-0.090
  • XENOBIOTIC_METABOLISM-0.090

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1ULC1700T_S19
lung-landscapes@6
cohortMD20.815
2C3L-01838
lung-landscapes@6
cohortSQ10.803
3MDT-AP-3024
medullo-epn-umap@date-based
MedMedulloblastoma0.801
4TCGA-DQ-5624-01A-01R-1873-07
head-neck@1
0.800
5TCGA-CV-7236-01A-11R-2016-07
head-neck@1
0.799
6TCGA-EW-A1PG-01A-11R-A144-07
breast-umap@18
A0.798
7TCGA-43-6647-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.798
8299613f5-2f9a-4687-ab0c-323bf38f3699
melanoma-umap@29
0.791
9c2ccc6b3-34d8-47c5-9367-cc53aad1622e
melanoma-umap@29
0.790
10TCGA-46-3767-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.786

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.460Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.330Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
APICAL_SURFACE0.280Temsirolimus— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.260Idelalisib— uncovered
COAGULATION0.240Binimetinib— uncovered
APOPTOSIS0.210Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered