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

TCGA-85-A4QQ-01A-41R-A262-07

· cohortSQ1

b4c8c395-93f9-5e43-87d5-f4d161b40b59

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
68

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • NOTCH_SIGNALING+0.390
  • G2M_CHECKPOINT+0.270
  • P53_PATHWAY+0.260
  • E2F_TARGETS+0.250
  • MYC_TARGETS_V2+0.230
  • WNT_BETA_CATENIN_SIGNALING+0.220
  • APICAL_SURFACE+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.160
  • ESTROGEN_RESPONSE_LATE+0.160
  • MYC_TARGETS_V1+0.160

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.420
  • INTERFERON_GAMMA_RESPONSE-0.400
  • ALLOGRAFT_REJECTION-0.320
  • KRAS_SIGNALING_UP-0.240
  • BILE_ACID_METABOLISM-0.230
  • IL2_STAT5_SIGNALING-0.230
  • IL6_JAK_STAT3_SIGNALING-0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • FATTY_ACID_METABOLISM-0.220
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.200

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
1TCGA-85-8479-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.814
2SRR8613740
breast-umap@18
E0.796
3SRR8613771
breast-umap@18
E0.787
4SRR650136
bladder-landscape@3
0.778
5SRR6013543
lung-landscapes@6
cohortSQ10.761
6TCGA-77-8153-01A-11R-2403-07
lung-landscapes@6
cohortSQ20.734
7SRR8518327
breast-umap@18
E0.732
8TCGA-DK-A3IM-01A-11R-A20F-07
bladder-landscape@3
0.732
9SRR8518192
breast-umap@18
E0.722
10TCGA-77-A5G3-01A-31R-A27Q-07
lung-landscapes@6
cohortSQ20.721

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.390Inavolisib— uncovered
G2M_CHECKPOINT0.270Inavolisib— uncovered
P53_PATHWAY0.260Idelalisib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
MYC_TARGETS_V20.230Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.220Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
MYC_TARGETS_V10.160Inavolisib— uncovered
HYPOXIA0.150Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
TGF_BETA_SIGNALING0.080Inavolisib— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
UV_RESPONSE_UP0.060Idelalisib— uncovered
ANDROGEN_RESPONSE0.050Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered