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

R323

927426df-0a98-57ec-8bc0-39bae7baf725

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
63
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • IL6_JAK_STAT3_SIGNALING+0.510
  • ALLOGRAFT_REJECTION+0.500
  • INTERFERON_GAMMA_RESPONSE+0.450
  • INFLAMMATORY_RESPONSE+0.440
  • INTERFERON_ALPHA_RESPONSE+0.410
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • COMPLEMENT+0.360
  • KRAS_SIGNALING_UP+0.320
  • IL2_STAT5_SIGNALING+0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200

Top 10 suppressed

  • MYC_TARGETS_V2-0.330
  • E2F_TARGETS-0.300
  • DNA_REPAIR-0.260
  • OXIDATIVE_PHOSPHORYLATION-0.210
  • MYC_TARGETS_V1-0.190
  • MITOTIC_SPINDLE-0.180
  • UNFOLDED_PROTEIN_RESPONSE-0.180
  • ADIPOGENESIS-0.170
  • FATTY_ACID_METABOLISM-0.160
  • G2M_CHECKPOINT-0.150

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-55-6987-01A-11R-1949-07
lung-landscapes@6
cohortMD20.895
2f26d1599-6e75-4c0d-8b40-c7e45fe9da76
melanoma-umap@29
0.889
3sclc0617_S65.txt
lung-landscapes@6
cohortMD20.885
4BS_699TN5RN
brain-umap@2
Ganglioglioma0.885
5BS_02NZT8CE
brain-umap@2
low-grade glioma0.881
6e5b29c06-2ed0-4913-bf24-5bfde047defc
melanoma-umap@29
0.877
7DRR168509
bladder-landscape@3
0.874
8TCGA-55-8208-01A-11R-2241-07
lung-landscapes@6
cohortMD20.874
9SRR1382532
brain-umap@2
GTEX0.865
10TCGA-CN-5369-01A-01R-1436-07
head-neck@1
0.864

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
IL6_JAK_STAT3_SIGNALING0.510Inavolisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.440Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.410Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
COMPLEMENT0.360Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
COAGULATION0.180Binimetinib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
PROTEIN_SECRETION0.130Remibrutinib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
HYPOXIA0.090Idelalisib— uncovered
MYOGENESIS0.080Inavolisib— uncovered
ANGIOGENESIS0.070Remibrutinib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered