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

TCGA-66-2771-01A-01R-0980-07

· cohortSQ1

0d98dac5-3dbf-5056-ae40-2dc50b776e14

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
60

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.560
  • ALLOGRAFT_REJECTION+0.450
  • MYC_TARGETS_V1+0.370
  • FATTY_ACID_METABOLISM+0.340
  • E2F_TARGETS+0.320
  • IL6_JAK_STAT3_SIGNALING+0.320
  • INTERFERON_GAMMA_RESPONSE+0.310
  • MTORC1_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.290
  • DNA_REPAIR+0.200

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.550
  • HEDGEHOG_SIGNALING-0.540
  • TGF_BETA_SIGNALING-0.480
  • MITOTIC_SPINDLE-0.440
  • UV_RESPONSE_DN-0.410
  • APICAL_JUNCTION-0.390
  • NOTCH_SIGNALING-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • MYOGENESIS-0.310
  • ANGIOGENESIS-0.290

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
12ad90ba0-8038-4bad-afa3-d176f63b42f0
colon-landscapes@1
0.876
2AUR-AERW-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.872
3SRR9879275
lung-landscapes@6
cohortA10.865
4TCGA-05-5420-01A-01R-1628-07
lung-landscapes@6
cohortA10.850
5AUR-AFUK-TTM1-A-1-0-R-A743-41
breast-umap@18
B0.848
6992ce1bc-46a2-4f57-ac7a-c6368c69c67c
colon-landscapes@1
0.845
7TCGA-37-4130-01A-01R-1100-07
lung-landscapes@6
cohortA10.842
820100231.Her2HRpos
breast-umap@18
C0.834
9TCGA-64-1677-01A-01R-0946-07
lung-landscapes@6
cohortA10.832
10TCGA-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.829

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.560Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
FATTY_ACID_METABOLISM0.340Inavolisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.320Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.290Idelalisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
ADIPOGENESIS0.180Inavolisib— uncovered
MYC_TARGETS_V20.180Idelalisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered