Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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50d87a6b-8e96-4964-9f23-53cc48c7d9ff

ea5b7094-4061-5340-95a7-db30b1a1b5de

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Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
age_years
57.8097193702943

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • G2M_CHECKPOINT+0.180
  • E2F_TARGETS+0.140
  • MYC_TARGETS_V2+0.080
  • MITOTIC_SPINDLE+0.040
  • MYC_TARGETS_V1+0.040
  • WNT_BETA_CATENIN_SIGNALING+0.030
  • PROTEIN_SECRETION+0.020
  • UV_RESPONSE_DN-0.020
  • DNA_REPAIR-0.030
  • ESTROGEN_RESPONSE_EARLY-0.040

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.480
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.460
  • IL6_JAK_STAT3_SIGNALING-0.440
  • INFLAMMATORY_RESPONSE-0.440
  • COMPLEMENT-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • ALLOGRAFT_REJECTION-0.370
  • CHOLESTEROL_HOMEOSTASIS-0.360
  • COAGULATION-0.350

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
1b68594bb-fca3-4f05-a9fa-1e6e88eb4fc5
colon-landscapes@1
0.918
2BS_VAAHBH60
brain-umap@2
Supratentorial Ependymoma0.900
3s_150324_3b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.897
4SRR650167
bladder-landscape@3
0.897
5MBCProject_0381_T1_RNA
breast-umap@18
B0.896
6SJEPD031175_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.895
788306
medullo-epn-umap@date-based
EPNSupratentorial EPN0.890
8BS_VAAHBH60
medullo-epn-umap@date-based
EPNSupratentorial EPN0.882
9BS_QRDT19KS
brain-umap@2
medulloblastoma0.877
10SRR17866817
colon-landscapes@1
0.874

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.180Inavolisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
MYC_TARGETS_V20.080Idelalisib— uncovered
MITOTIC_SPINDLE0.040Inavolisib— uncovered
MYC_TARGETS_V10.040Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.030Inavolisib— uncovered
PROTEIN_SECRETION0.020Remibrutinib— uncovered