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

  • INTERFERON_ALPHA_RESPONSE+0.700
  • INTERFERON_GAMMA_RESPONSE+0.500
  • PROTEIN_SECRETION+0.400
  • APOPTOSIS+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • MYC_TARGETS_V1+0.300
  • PEROXISOME+0.300
  • ANDROGEN_RESPONSE+0.200
  • ANGIOGENESIS+0.200

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.300
  • MYOGENESIS-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • HYPOXIA-0.200
  • PANCREAS_BETA_CELLS-0.200
  • SPERMATOGENESIS-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.100
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.100
  • KRAS_SIGNALING_DN-0.100
  • MYC_TARGETS_V2-0.100

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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-CV-6938-01A-11R-1915-07
head-neck@1
0.787
2ERR2278855
head-neck@1
0.780
3BS_HBJZR69P
brain-umap@2
Schwannoma0.775
4BS_XF0ZX2B3
medullo-epn-umap@date-based
EPNSupratentorial EPN0.770
55C40F9B6-4A54-4861-9DE5-8852BF4B13E7
brain-umap@2
0.757
6BS_JK0VPG1T
brain-umap@2
Schwannoma0.756
7BS_XF0ZX2B3
brain-umap@2
Supratentorial Ependymoma0.754
8BS_M9C4RY4P
brain-umap@2
Schwannoma0.752
9BS_H3Y8FWHV
brain-umap@2
Schwannoma0.750
10SRR12696798
melanoma-umap@29
0.750

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.700Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
APOPTOSIS0.300Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
PEROXISOME0.300Idelalisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered