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

c5e09ad2-1f0b-4ea3-9565-a1664f1bb468

7914a375-1261-5e28-bd66-b09da95caab1

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+0.600
  • ALLOGRAFT_REJECTION+0.500
  • ANGIOGENESIS+0.500
  • IL6_JAK_STAT3_SIGNALING+0.500
  • INFLAMMATORY_RESPONSE+0.500
  • COAGULATION+0.400
  • COMPLEMENT+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • MYOGENESIS+0.400
  • APICAL_JUNCTION+0.300

Top 10 suppressed

  • MYC_TARGETS_V1-0.700
  • E2F_TARGETS-0.600
  • G2M_CHECKPOINT-0.600
  • MYC_TARGETS_V2-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • PROTEIN_SECRETION-0.500
  • DNA_REPAIR-0.400
  • MITOTIC_SPINDLE-0.400
  • MTORC1_SIGNALING-0.400
  • UNFOLDED_PROTEIN_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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1sclcA055A_S52.txt
lung-landscapes@6
cohortMD20.963
2sclc55A_S50.txt
lung-landscapes@6
cohortMD20.947
3SRR8613743
breast-umap@18
D0.944
4GSM5359443
bladder-landscape@3
0.940
5SRR2689710
melanoma-umap@29
0.938
6TCGA-44-A47G-01A-21R-A24H-07
lung-landscapes@6
cohortA10.937
7SJEPD001535_R2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.936
8SRR1489971
brain-umap@2
GTEX0.935
9BS_B0SVFK4P
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.933
10SRR2771286
melanoma-umap@29
0.932

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
COAGULATION0.400Binimetinib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
MYOGENESIS0.400Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
HYPOXIA0.200Idelalisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered