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

TCGA-22-1011-01A-01R-0692-07

· cohortSQ1

c3853876-4fe2-5380-a1d8-f11b1428e30f

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

  • APICAL_SURFACE+0.380
  • ALLOGRAFT_REJECTION+0.340
  • INFLAMMATORY_RESPONSE+0.340
  • IL6_JAK_STAT3_SIGNALING+0.320
  • HEDGEHOG_SIGNALING+0.250
  • ANDROGEN_RESPONSE+0.240
  • TNFA_SIGNALING_VIA_NFKB+0.230
  • HYPOXIA+0.210
  • G2M_CHECKPOINT+0.190
  • KRAS_SIGNALING_UP+0.180

Top 10 suppressed

  • MYC_TARGETS_V2-0.440
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • ADIPOGENESIS-0.210
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.210
  • MYC_TARGETS_V1-0.190
  • UV_RESPONSE_UP-0.170
  • DNA_REPAIR-0.160
  • INTERFERON_ALPHA_RESPONSE-0.150
  • XENOBIOTIC_METABOLISM-0.110
  • SPERMATOGENESIS-0.070

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
1SAMN03290894
melanoma-umap@29
0.769
2TCGA-60-2704-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.755
3BS_KBT7MQ6H
medullo-epn-umap@date-based
EPNSupratentorial EPN0.737
4TCGA-22-4609-01A-21R-2125-07
lung-landscapes@6
cohortSQ10.736
5d719788d-0c64-4488-bb84-ab5536d31a03
colon-landscapes@1
0.728
6TCGA-HD-7753-01A-11R-2081-07
head-neck@1
0.727
7ffe7358d-31b2-4d92-93eb-0a88abaf2dca
colon-landscapes@1
0.721
8SRR17866851
colon-landscapes@1
0.719
9TCGA-55-7726-01A-11R-2170-07
lung-landscapes@6
cohortSQ10.712
10MNG3
mng-umap@100
0.709

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
APICAL_SURFACE0.380Temsirolimus— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.320Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
HYPOXIA0.210Idelalisib— uncovered
G2M_CHECKPOINT0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
ANGIOGENESIS0.160Remibrutinib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.150Inavolisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.150Idelalisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered