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

b3c0ffda-f298-45dd-b494-191788cb7013

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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
age_years
76

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_V2+0.380
  • G2M_CHECKPOINT+0.320
  • E2F_TARGETS+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • MYC_TARGETS_V1+0.180
  • MITOTIC_SPINDLE+0.140
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.130
  • UNFOLDED_PROTEIN_RESPONSE+0.050
  • NOTCH_SIGNALING+0.020
  • SPERMATOGENESIS+0.000

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.470
  • INTERFERON_ALPHA_RESPONSE-0.470
  • INTERFERON_GAMMA_RESPONSE-0.470
  • ALLOGRAFT_REJECTION-0.440
  • ANDROGEN_RESPONSE-0.440
  • IL6_JAK_STAT3_SIGNALING-0.400
  • COMPLEMENT-0.390
  • PANCREAS_BETA_CELLS-0.370
  • CHOLESTEROL_HOMEOSTASIS-0.340
  • FATTY_ACID_METABOLISM-0.340

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-98-A53A-01A-11R-A262-07
lung-landscapes@6
cohortSQ10.898
2ERR2208946
melanoma-umap@29
0.897
3TCGA-QK-A8Z7-01A-11R-A39I-07
head-neck@1
0.891
4BS_VAAHBH60
brain-umap@2
Supratentorial Ependymoma0.888
5BS_9V633J1X
brain-umap@2
medulloblastoma0.883
6TCGA-E2-A158-01A-11R-A12D-07
breast-umap@18
E0.880
7SRR8518301
breast-umap@18
E0.880
8MDT-AP-0396
medullo-epn-umap@date-based
MedMedulloblastoma0.875
9BS_D0RDN4K5
brain-umap@2
Embryonal tumors0.872
10SJEPD030942_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.380Idelalisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V10.180Inavolisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.130Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.050Idelalisib— uncovered
NOTCH_SIGNALING0.020Inavolisib— uncovered