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

TCGA-LC-A66R-01A-41R-A30C-07

3be9282b-3631-5879-98e5-46ef5de3ddb7

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
overall_survival_months
15.3088042
os_event
false
sex
Male

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+0.620
  • INTERFERON_ALPHA_RESPONSE+0.550
  • G2M_CHECKPOINT+0.510
  • INTERFERON_GAMMA_RESPONSE+0.510
  • INFLAMMATORY_RESPONSE+0.500
  • ALLOGRAFT_REJECTION+0.490
  • TNFA_SIGNALING_VIA_NFKB+0.470
  • MITOTIC_SPINDLE+0.450
  • IL6_JAK_STAT3_SIGNALING+0.420
  • MYC_TARGETS_V1+0.370

Top 10 suppressed

  • ADIPOGENESIS-0.190
  • CHOLESTEROL_HOMEOSTASIS-0.180
  • FATTY_ACID_METABOLISM-0.180
  • PEROXISOME-0.180
  • BILE_ACID_METABOLISM-0.150
  • XENOBIOTIC_METABOLISM-0.130
  • PANCREAS_BETA_CELLS-0.100
  • TGF_BETA_SIGNALING-0.090
  • MYOGENESIS-0.050
  • UV_RESPONSE_DN-0.040

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-CR-7373-01A-11R-2016-07
head-neck@1
0.909
2TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.902
3TCGA-XF-A9SM-01A-11R-A42T-07
bladder-landscape@3
0.884
4TCGA-OR-A5JB-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.880
5TCGA-XF-AAN5-01A-11R-A42T-07
bladder-landscape@3
0.879
6TCGA-XF-A9SY-01A-21R-A42T-07
bladder-landscape@3
0.874
7R214
bladder-landscape@3
0.873
8SRR1516056
bladder-landscape@3
0.871
9TCGA-56-8201-01A-11R-2247-07
lung-landscapes@6
cohortA10.868
10TCGA-ZF-AA58-01A-12R-A42T-07
bladder-landscape@3
0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.620Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
G2M_CHECKPOINT0.510Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.470Inavolisib— uncovered
MITOTIC_SPINDLE0.450Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
COMPLEMENT0.260Inavolisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.250Idelalisib— uncovered
APOPTOSIS0.240Idelalisib— uncovered
MYC_TARGETS_V20.240Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered