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

7cebd572-2edd-4351-b59e-fb4417a46b9c

f93cfd57-309d-571a-8ebf-64a000ba07f8

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

  • ALLOGRAFT_REJECTION+0.400
  • ESTROGEN_RESPONSE_LATE+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • KRAS_SIGNALING_DN+0.400
  • COAGULATION+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • APICAL_JUNCTION+0.200
  • APICAL_SURFACE+0.200

Top 10 suppressed

  • MYC_TARGETS_V1-0.600
  • PROTEIN_SECRETION-0.600
  • UNFOLDED_PROTEIN_RESPONSE-0.600
  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MITOTIC_SPINDLE-0.500
  • MTORC1_SIGNALING-0.500
  • ANDROGEN_RESPONSE-0.400
  • DNA_REPAIR-0.400
  • MYC_TARGETS_V2-0.400

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SJEPD001535_R2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.940
2SRR1468141
brain-umap@2
GTEX0.931
3BS_GTZCFGRZ
brain-umap@2
Ganglioglioma0.930
4SRR1358826
brain-umap@2
GTEX0.928
5SJEPD001523_R1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.922
6SRR598894
brain-umap@2
GTEX0.922
7SRR1391598
brain-umap@2
GTEX0.920
8SRR8392886
lung-landscapes@6
cohortA10.920
9BS_2SHWPB5P
brain-umap@2
ganglioneuroblastoma0.919
102d8d97e6-b599-4444-8e11-73adb55be0be
melanoma-umap@29
0.918

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
COAGULATION0.300Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
COMPLEMENT0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
HYPOXIA0.100Idelalisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered