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

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+0.500
  • MYC_TARGETS_V2+0.400
  • E2F_TARGETS+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • G2M_CHECKPOINT+0.200
  • PANCREAS_BETA_CELLS+0.200
  • FATTY_ACID_METABOLISM+0.100
  • KRAS_SIGNALING_DN+0.100
  • SPERMATOGENESIS+0.100
  • ADIPOGENESIS+0.000

Top 10 suppressed

  • COAGULATION-0.500
  • COMPLEMENT-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.400
  • ANGIOGENESIS-0.400
  • APOPTOSIS-0.400
  • IL6_JAK_STAT3_SIGNALING-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
1SRR5088911
melanoma-umap@29
0.923
2R16
bladder-landscape@3
0.912
3BS_ZXYDSBM9
brain-umap@2
medulloblastoma0.910
4C3L-00965
lung-landscapes@6
cohortSQ20.909
5SRR8518243
breast-umap@18
E0.909
6s0112225
melanoma-umap@29
0.908
7C3N-02283
lung-landscapes@6
cohortMD10.893
8SRR5088819
melanoma-umap@29
0.892
9sclcMAD04148_S54.txt
lung-landscapes@6
cohortSC0.891
10BS_H4B5Y6S0
brain-umap@2
medulloblastoma0.891

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_V10.500Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered