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

R392

0a215337-247c-580d-8ebc-5d6c0d197f83

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
85
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+0.560
  • MYC_TARGETS_V1+0.510
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V2+0.450
  • MTORC1_SIGNALING+0.340
  • PROTEIN_SECRETION+0.340
  • UNFOLDED_PROTEIN_RESPONSE+0.340
  • MITOTIC_SPINDLE+0.250
  • DNA_REPAIR+0.220
  • INTERFERON_ALPHA_RESPONSE+0.210

Top 10 suppressed

  • MYOGENESIS-0.310
  • PANCREAS_BETA_CELLS-0.300
  • KRAS_SIGNALING_UP-0.270
  • TGF_BETA_SIGNALING-0.250
  • CHOLESTEROL_HOMEOSTASIS-0.210
  • XENOBIOTIC_METABOLISM-0.210
  • BILE_ACID_METABOLISM-0.190
  • ESTROGEN_RESPONSE_EARLY-0.190
  • ALLOGRAFT_REJECTION-0.180
  • APICAL_JUNCTION-0.180

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
17cec44f2-b56b-49fc-b2cc-d0691afde776
colon-landscapes@1
0.857
2fac69f81-0d8c-40a0-8263-b54d5f06d7b3
melanoma-umap@29
0.825
3SRR12475103
colon-landscapes@1
0.817
4SJEPD030168_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.814
5TCGA-91-6836-01A-21R-1858-07
lung-landscapes@6
cohortA10.812
6MDT-AP-3247
medullo-epn-umap@date-based
MedMedulloblastoma0.809
7BS_DFGS950G
brain-umap@2
high-grade glioma0.806
8MNG979
mng-umap@100
0.804
9TCGA-AR-A24H-01A-11R-A169-07
breast-umap@18
B0.798
10TCGA-B6-A1KN-01A-11R-A13Q-07
breast-umap@18
C0.798

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
E2F_TARGETS0.560Inavolisib— uncovered
MYC_TARGETS_V10.510Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V20.450Idelalisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.340Idelalisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.210Inavolisib— uncovered
ANDROGEN_RESPONSE0.170Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.080Remibrutinib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
UV_RESPONSE_DN0.060Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.050Idelalisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.030Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.030Inavolisib— uncovered