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

s0122319

ec2d5700-7994-5f05-a6eb-0caa827ec1ab

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • COAGULATION+0.400
  • E2F_TARGETS+0.400
  • G2M_CHECKPOINT+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • ALLOGRAFT_REJECTION+0.300
  • ANGIOGENESIS+0.300
  • APICAL_SURFACE+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300

Top 10 suppressed

  • ADIPOGENESIS-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • FATTY_ACID_METABOLISM-0.300
  • NOTCH_SIGNALING-0.300
  • PEROXISOME-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.200
  • UV_RESPONSE_UP-0.200
  • BILE_ACID_METABOLISM-0.100
  • CHOLESTEROL_HOMEOSTASIS-0.100
  • ESTROGEN_RESPONSE_EARLY-0.100

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
1MDT-AP-2304
medullo-epn-umap@date-based
MedMedulloblastoma0.820
2BS_15ETQ0E4
brain-umap@2
ATRT0.817
3c56e13bb-f1b0-4ee3-85c1-807c7c3bcef9
colon-landscapes@1
0.813
4R385
bladder-landscape@3
0.804
5TCGA-49-4487-01A-21R-1858-07
lung-landscapes@6
cohortMD20.798
6BS_AHEFXG7W
medullo-epn-umap@date-based
MedMedulloblastoma0.790
7ERR2278857
head-neck@1
0.785
8DRR168533
bladder-landscape@3
0.784
9R263
bladder-landscape@3
0.783
10MNG539
mng-umap@100
0.781

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
COAGULATION0.400Binimetinib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered