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

22e9b9d1-ac71-43f5-8606-f9f53c6ecc08

83325a7b-a7cc-545d-9863-66b9749fc5ad

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

  • KRAS_SIGNALING_DN+0.500
  • ESTROGEN_RESPONSE_LATE+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • COAGULATION+0.300
  • ESTROGEN_RESPONSE_EARLY+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • MYOGENESIS+0.300
  • P53_PATHWAY+0.300
  • PANCREAS_BETA_CELLS+0.300

Top 10 suppressed

  • E2F_TARGETS-0.600
  • G2M_CHECKPOINT-0.600
  • MYC_TARGETS_V1-0.600
  • PROTEIN_SECRETION-0.600
  • DNA_REPAIR-0.500
  • MITOTIC_SPINDLE-0.500
  • MYC_TARGETS_V2-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.500
  • ANDROGEN_RESPONSE-0.400

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SJEPD001517_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.912
2SRR1429641
brain-umap@2
GTEX0.901
3MDT-AP-0746
medullo-epn-umap@date-based
MedMedulloblastoma0.900
4MNG1237
mng-umap@100
0.897
5SRR1797250
lung-landscapes@6
cohortMD20.895
6SRR1317494
brain-umap@2
GTEX0.890
7525b66e0-235a-4bf5-bc46-eb022d630115
melanoma-umap@29
0.889
8SRR1359171
brain-umap@2
GTEX0.886
9SRR1476571
brain-umap@2
GTEX0.885
10sclc1020_S66.txt
lung-landscapes@6
cohortA10.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.500Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.400Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
P53_PATHWAY0.300Idelalisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered