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

0edf46a2-3dfb-4bae-b642-281e05975bd1

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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

  • MYC_TARGETS_V1+0.600
  • MYC_TARGETS_V2+0.600
  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.400
  • DNA_REPAIR+0.300
  • PANCREAS_BETA_CELLS+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • TGF_BETA_SIGNALING+0.200
  • MITOTIC_SPINDLE+0.100
  • MTORC1_SIGNALING+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.700
  • INTERFERON_GAMMA_RESPONSE-0.600
  • ALLOGRAFT_REJECTION-0.500
  • COMPLEMENT-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.500
  • COAGULATION-0.400
  • FATTY_ACID_METABOLISM-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • XENOBIOTIC_METABOLISM-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.

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

#SampleCancer typeSubtypecos similarity
1BS_1AYRM596
brain-umap@2
medulloblastoma0.926
225f272b8-11f5-4edc-9c54-f4115fc0a5de
melanoma-umap@29
0.919
3BS_N6N147BY
brain-umap@2
Embryonal tumors0.908
4TCGA-50-6591-01A-11R-1755-07
lung-landscapes@6
cohortMD10.901
5BS_D144EJRQ
brain-umap@2
medulloblastoma0.901
6SRR10899976
melanoma-umap@29
0.900
79ca1da07-df79-4bbf-be81-0ef9de95ab0c
melanoma-umap@29
0.899
8SRR5088819
melanoma-umap@29
0.898
9b2e80b2b-559c-424e-837d-fa1de6b912e7
melanoma-umap@29
0.895
10BS_HE57E1RP
brain-umap@2
medulloblastoma0.893

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.600Inavolisib— uncovered
MYC_TARGETS_V20.600Idelalisib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered