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

s0112302

92e3fcd8-a3bc-5877-acd3-fbcec42ae2cb

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

  • BILE_ACID_METABOLISM+0.400
  • ESTROGEN_RESPONSE_EARLY+0.400
  • ESTROGEN_RESPONSE_LATE+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.300
  • FATTY_ACID_METABOLISM+0.300
  • KRAS_SIGNALING_DN+0.300
  • MYOGENESIS+0.300
  • XENOBIOTIC_METABOLISM+0.300
  • ADIPOGENESIS+0.200
  • APICAL_SURFACE+0.200

Top 10 suppressed

  • E2F_TARGETS-0.600
  • MYC_TARGETS_V1-0.600
  • PROTEIN_SECRETION-0.600
  • G2M_CHECKPOINT-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.500
  • DNA_REPAIR-0.400
  • MYC_TARGETS_V2-0.400
  • ANGIOGENESIS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • MITOTIC_SPINDLE-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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1s0122230
melanoma-umap@29
0.882
2s0112300
melanoma-umap@29
0.831
3ERR2208930
melanoma-umap@29
0.813
4BS_GYA4V1RD
brain-umap@2
pilocytic astrocytoma0.811
5TCGA-55-8512-01A-11R-2403-07
lung-landscapes@6
cohortA10.808
6SRR8518452
breast-umap@18
A0.807
7SJEPD001515_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.804
8BS_MKP2Y41Z
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.791
9BS_AKRHBPNZ
brain-umap@2
Ganglioglioma0.789
10BS_ARFQ1WG3
brain-umap@2
Glial-neuronal tumor NOS0.782

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.400Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered