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

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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_V2+0.300
  • E2F_TARGETS+0.200
  • G2M_CHECKPOINT+0.200
  • MITOTIC_SPINDLE+0.200
  • SPERMATOGENESIS+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • ESTROGEN_RESPONSE_EARLY+0.100
  • KRAS_SIGNALING_DN+0.100
  • MYOGENESIS+0.100
  • APICAL_JUNCTION+0.000

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.600
  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.600
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • COMPLEMENT-0.400
  • IL2_STAT5_SIGNALING-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • COAGULATION-0.300
  • FATTY_ACID_METABOLISM-0.300
  • IL6_JAK_STAT3_SIGNALING-0.300

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
1SRR6013518
lung-landscapes@6
cohortSQ10.884
2SRR22247242
lung-landscapes@6
cohortSC0.862
3C3N-03886
lung-landscapes@6
cohortMD10.855
4BS_4E1G7E3G
brain-umap@2
ATRT0.850
5TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.848
6BS_VAAHBH60
medullo-epn-umap@date-based
EPNSupratentorial EPN0.840
7BS_44A3ES23
brain-umap@2
medulloblastoma0.839
8TCGA-46-6026-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.837
9a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.837
10TCGA-CR-7398-01A-11R-2016-07
head-neck@1
0.836

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_V20.300Idelalisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
MYOGENESIS0.100Inavolisib— uncovered