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

TCGA-85-8479-01A-11R-2326-07

· cohortSQ1

cd47ffff-f428-5d90-a596-e951882fd3a4

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
66

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+0.370
  • G2M_CHECKPOINT+0.320
  • KRAS_SIGNALING_DN+0.240
  • P53_PATHWAY+0.220
  • WNT_BETA_CATENIN_SIGNALING+0.180
  • HEDGEHOG_SIGNALING+0.170
  • MYC_TARGETS_V1+0.160
  • MYOGENESIS+0.140
  • PANCREAS_BETA_CELLS+0.130
  • APICAL_JUNCTION+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.560
  • INTERFERON_GAMMA_RESPONSE-0.530
  • ALLOGRAFT_REJECTION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.420
  • KRAS_SIGNALING_UP-0.370
  • COMPLEMENT-0.360
  • INFLAMMATORY_RESPONSE-0.330
  • UV_RESPONSE_DN-0.310
  • PROTEIN_SECRETION-0.300
  • IL2_STAT5_SIGNALING-0.270

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
1TCGA-NC-A5HF-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.860
2SRR11296886
colon-landscapes@1
0.815
3BS_P39SQPTS
brain-umap@2
Embryonal tumors0.815
4TCGA-85-A4QQ-01A-41R-A262-07
lung-landscapes@6
cohortSQ10.814
5SRR8518143
breast-umap@18
E0.805
6X299bbf8b.babb.4be2.a190.5411dc005aae
lung-landscapes@6
cohortA10.801
7dd75267f-824e-4ddc-9056-cdf0f500d39b
melanoma-umap@29
0.797
8TCGA-P3-A6SX-01A-11R-A34R-07
head-neck@1
0.796
9TCGA-56-A4BX-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.792
10SRR27320660
colon-landscapes@1
0.790

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.370Inavolisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
KRAS_SIGNALING_DN0.240Remibrutinib— uncovered
P53_PATHWAY0.220Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
MYC_TARGETS_V10.160Inavolisib— uncovered
MYOGENESIS0.140Inavolisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
MYC_TARGETS_V20.090Idelalisib— uncovered
HYPOXIA0.080Idelalisib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
TGF_BETA_SIGNALING0.060Inavolisib— uncovered
DNA_REPAIR0.040Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
MITOTIC_SPINDLE0.020Inavolisib— uncovered