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

R243

082e57c2-7350-5bce-885b-5faa48013244

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
overall_survival_months
45
sex
Female

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+0.550
  • INTERFERON_GAMMA_RESPONSE+0.490
  • ALLOGRAFT_REJECTION+0.470
  • INFLAMMATORY_RESPONSE+0.400
  • IL6_JAK_STAT3_SIGNALING+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.320
  • KRAS_SIGNALING_UP+0.300
  • COMPLEMENT+0.290
  • APOPTOSIS+0.220
  • COAGULATION+0.170

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.380
  • WNT_BETA_CATENIN_SIGNALING-0.370
  • MYC_TARGETS_V1-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.270
  • UV_RESPONSE_DN-0.270
  • ANDROGEN_RESPONSE-0.230
  • TGF_BETA_SIGNALING-0.200
  • MYC_TARGETS_V2-0.180
  • UNFOLDED_PROTEIN_RESPONSE-0.170
  • ADIPOGENESIS-0.160

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
1MNG943
mng-umap@100
0.872
2SRR1369219
brain-umap@2
GTEX0.832
3f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.831
439927c92-75d7-424c-9bcd-63def0075a1d
melanoma-umap@29
0.830
5TCGA-PE-A5DE-01A-11R-A27Q-07
breast-umap@18
D0.826
6ERR2208965
melanoma-umap@29
0.825
7SRR8518215
breast-umap@18
D0.813
8MNG303
mng-umap@100
0.813
9MDT-AP-2234
medullo-epn-umap@date-based
MedMedulloblastoma0.811
105566453e-df41-4aab-8dd0-825efbece954
melanoma-umap@29
0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
COAGULATION0.170Binimetinib— uncovered
IL2_STAT5_SIGNALING0.140Idelalisib— uncovered
ANGIOGENESIS0.130Remibrutinib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered