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

db087000-74fa-4044-812f-01842b99f448

658668be-2f59-5bef-84ae-fd830a390531

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
age_years
72

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.570
  • PROTEIN_SECRETION+0.450
  • FATTY_ACID_METABOLISM+0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.350
  • P53_PATHWAY+0.310
  • PEROXISOME+0.290
  • MYC_TARGETS_V1+0.280
  • ADIPOGENESIS+0.260
  • BILE_ACID_METABOLISM+0.260
  • ESTROGEN_RESPONSE_LATE+0.250

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.530
  • MYOGENESIS-0.400
  • ANGIOGENESIS-0.390
  • APICAL_JUNCTION-0.290
  • HEDGEHOG_SIGNALING-0.280
  • MITOTIC_SPINDLE-0.260
  • G2M_CHECKPOINT-0.240
  • WNT_BETA_CATENIN_SIGNALING-0.230
  • COAGULATION-0.220
  • UV_RESPONSE_DN-0.220

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
14769f22f-eeaf-4108-9555-55cc5d6ae27b
colon-landscapes@1
0.862
2e59f49c0-d7ce-44c3-9590-9b65128d7f8b
colon-landscapes@1
0.826
3bf312cd5-e251-4d63-95b5-c379b3ef5ded
colon-landscapes@1
0.818
4c7aea5a2-5772-4475-8ca6-326193eeb69e
colon-landscapes@1
0.816
5SRR27320676
colon-landscapes@1
0.815
6MNG510
mng-umap@100
0.791
7R149
bladder-landscape@3
0.787
8TCGA-CV-5439-01A-01R-1686-07
head-neck@1
0.778
9SRR2016973
head-neck@1
0.777
10a3b44031-71ef-476f-a8bd-3694226ce026
colon-landscapes@1
0.767

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.570Remibrutinib— uncovered
PROTEIN_SECRETION0.450Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.390Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.350Inavolisib— uncovered
P53_PATHWAY0.310Idelalisib— uncovered
PEROXISOME0.290Idelalisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
ADIPOGENESIS0.260Inavolisib— uncovered
BILE_ACID_METABOLISM0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered