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

12256b85-6662-41b3-a5d4-890ced0222e5

6ea96b05-c80c-5f6f-90d5-1ba78351cac5

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+0.600
  • G2M_CHECKPOINT+0.600
  • MYC_TARGETS_V1+0.400
  • ANGIOGENESIS+0.300
  • MTORC1_SIGNALING+0.300
  • MYC_TARGETS_V2+0.300
  • NOTCH_SIGNALING+0.300
  • SPERMATOGENESIS+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • MITOTIC_SPINDLE+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.600
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • TNFA_SIGNALING_VIA_NFKB-0.500
  • COAGULATION-0.400
  • COMPLEMENT-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • APOPTOSIS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-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.

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

#SampleCancer typeSubtypecos similarity
1BS_N6N147BY
brain-umap@2
Embryonal tumors0.891
2BS_KDSTG5YY
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.883
3MNG164
mng-umap@100
0.878
4ac07e4e9-fa65-49f2-9f83-f13cc8a169d3
melanoma-umap@29
0.878
5BS_K25F4J3V
brain-umap@2
ATRT0.869
6SAMN03290918
melanoma-umap@29
0.868
7TCGA-77-A5G6-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ10.868
8BS_MDBT7S5Z
brain-umap@2
high-grade glioma0.864
9TCGA-A8-A07L-01A-11R-A00Z-07
breast-umap@18
B0.863
10C3L-01285
lung-landscapes@6
cohortSQ20.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.600Inavolisib— uncovered
G2M_CHECKPOINT0.600Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered