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

R328

4e92e5b3-8a28-567a-916d-118d930def04

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
49
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

  • PROTEIN_SECRETION+0.540
  • INTERFERON_ALPHA_RESPONSE+0.490
  • E2F_TARGETS+0.420
  • INTERFERON_GAMMA_RESPONSE+0.420
  • G2M_CHECKPOINT+0.380
  • MTORC1_SIGNALING+0.360
  • MYC_TARGETS_V1+0.360
  • FATTY_ACID_METABOLISM+0.350
  • MITOTIC_SPINDLE+0.300
  • ALLOGRAFT_REJECTION+0.280

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.290
  • KRAS_SIGNALING_DN-0.210
  • COAGULATION-0.190
  • MYOGENESIS-0.170
  • APICAL_JUNCTION-0.160
  • NOTCH_SIGNALING-0.140
  • P53_PATHWAY-0.140
  • MYC_TARGETS_V2-0.110
  • HYPOXIA-0.070

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
1f9c74189-6bdc-49b9-b984-917ffe2b097d
colon-landscapes@1
0.834
2R427
bladder-landscape@3
0.808
3TCGA-BH-A202-01A-11R-A14M-07
breast-umap@18
C0.806
4SRR1797278
lung-landscapes@6
cohortSC0.804
5SRR6013490
lung-landscapes@6
cohortA40.796
6BS_2EN3X6HB
brain-umap@2
high-grade glioma0.794
7TCGA-AR-A0TQ-01A-11R-A084-07
breast-umap@18
B0.793
8TCGA-XF-AAN2-01A-11R-A42T-07
bladder-landscape@3
0.786
9TCGA-C8-A275-01A-21R-A16F-07
breast-umap@18
C0.784
10MNG615
mng-umap@100
0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.540Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.490Inavolisib— uncovered
E2F_TARGETS0.420Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
FATTY_ACID_METABOLISM0.350Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
HEME_METABOLISM0.260Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.240Remibrutinib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.230Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
COMPLEMENT0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
PEROXISOME0.190Idelalisib— uncovered