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

R208

6f162700-b8e7-5a17-9993-6389fe57b3a3

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
128
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

  • MYOGENESIS+0.380
  • HEDGEHOG_SIGNALING+0.320
  • BILE_ACID_METABOLISM+0.290
  • ADIPOGENESIS+0.240
  • FATTY_ACID_METABOLISM+0.240
  • ANGIOGENESIS+0.220
  • XENOBIOTIC_METABOLISM+0.220
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200
  • APICAL_SURFACE+0.180
  • PEROXISOME+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.550
  • INTERFERON_GAMMA_RESPONSE-0.460
  • E2F_TARGETS-0.400
  • MYC_TARGETS_V1-0.390
  • ALLOGRAFT_REJECTION-0.370
  • IL6_JAK_STAT3_SIGNALING-0.360
  • TGF_BETA_SIGNALING-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • G2M_CHECKPOINT-0.330
  • INFLAMMATORY_RESPONSE-0.300

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR25617843
breast-umap@18
B0.834
2ERR2208949
melanoma-umap@29
0.810
3SRR1332796
brain-umap@2
GTEX0.810
4SRR8518125
breast-umap@18
F0.807
5SRR1359123
brain-umap@2
GTEX0.804
6ULC0515T_S15
lung-landscapes@6
cohortA10.801
7C3L-01890
lung-landscapes@6
cohortA20.800
8TCGA-IQ-7631-01A-11R-2081-07
head-neck@1
0.798
9TCGA-CF-A7I0-01A-22R-A352-07
bladder-landscape@3
0.796
10SRR1445347
brain-umap@2
GTEX0.793

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.380Inavolisib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
BILE_ACID_METABOLISM0.290Inavolisib— uncovered
ADIPOGENESIS0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
PEROXISOME0.130Idelalisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
UV_RESPONSE_DN0.050Inavolisib— uncovered
SPERMATOGENESIS0.030Inavolisib— uncovered
HEME_METABOLISM0.020Temsirolimus— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered