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

TCGA-55-7907-01A-11R-2170-07

· cohortA1

251e6af3-5a22-58f8-8a7a-e088689293d9

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
cohortA1
subtype
cohortA1
age_years
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.310
  • KRAS_SIGNALING_UP+0.280
  • COMPLEMENT+0.270
  • COAGULATION+0.230
  • INFLAMMATORY_RESPONSE+0.220
  • KRAS_SIGNALING_DN+0.210
  • APICAL_JUNCTION+0.160
  • IL6_JAK_STAT3_SIGNALING+0.150
  • PEROXISOME+0.140
  • ANGIOGENESIS+0.130

Top 10 suppressed

  • MYC_TARGETS_V2-0.540
  • MYC_TARGETS_V1-0.490
  • E2F_TARGETS-0.460
  • UNFOLDED_PROTEIN_RESPONSE-0.450
  • G2M_CHECKPOINT-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • DNA_REPAIR-0.360
  • MTORC1_SIGNALING-0.360
  • P53_PATHWAY-0.330
  • PI3K_AKT_MTOR_SIGNALING-0.330

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
1MNG47
mng-umap@100
0.876
2TCGA-CR-7391-01A-11R-2016-07
head-neck@1
0.875
3C3L-03268
lung-landscapes@6
cohortA10.874
4TCGA-D6-6824-01A-11R-1915-07
head-neck@1
0.856
5TCGA-K4-A3WU-01B-11R-A23N-07
bladder-landscape@3
0.851
6TCGA-G2-A2EC-01A-11R-A180-07
bladder-landscape@3
0.849
7TCGA-44-2659-01A-01R-0946-07
lung-landscapes@6
cohortA10.848
8TCGA-86-8668-01A-11R-2403-07
lung-landscapes@6
cohortA10.845
9TCGA-AC-A2FF-01A-11R-A17B-07
breast-umap@18
A0.841
10TCGA-55-7724-01A-11R-2170-07
lung-landscapes@6
cohortMD20.841

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.310Idelalisib— uncovered
KRAS_SIGNALING_UP0.280Inavolisib— uncovered
COMPLEMENT0.270Inavolisib— uncovered
COAGULATION0.230Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
KRAS_SIGNALING_DN0.210Remibrutinib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.150Inavolisib— uncovered
PEROXISOME0.140Idelalisib— uncovered
ANGIOGENESIS0.130Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.120Inavolisib— uncovered
TGF_BETA_SIGNALING0.110Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered
NOTCH_SIGNALING0.090Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.080Idelalisib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered