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

ec882950-7595-4ab7-a8b8-86d1422a948a

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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

  • E2F_TARGETS+0.400
  • G2M_CHECKPOINT+0.400
  • MYC_TARGETS_V2+0.400
  • MITOTIC_SPINDLE+0.300
  • MYC_TARGETS_V1+0.300
  • NOTCH_SIGNALING+0.200
  • SPERMATOGENESIS+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • ANDROGEN_RESPONSE+0.100
  • HEDGEHOG_SIGNALING+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.400
  • APOPTOSIS-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • COAGULATION-0.400
  • COMPLEMENT-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • OXIDATIVE_PHOSPHORYLATION-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.

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

#SampleCancer typeSubtypecos similarity
1BS_KABQQA0T
brain-umap@2
Diffuse intrinsic pontine glioma0.886
2SRR8613800
breast-umap@18
D0.886
3BS_44A3ES23
brain-umap@2
medulloblastoma0.885
4SRR10899974
melanoma-umap@29
0.883
57478db87-0751-4771-941f-9fccdf01853d
melanoma-umap@29
0.878
6TCGA-56-8083-01A-11R-2247-07
lung-landscapes@6
cohortMD10.876
7ERR2208946
melanoma-umap@29
0.875
8SAMN03290896
melanoma-umap@29
0.873
9SAMN03290918
melanoma-umap@29
0.872
10SRR5088819
melanoma-umap@29
0.862

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
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered