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

R100

7c9a37b3-1611-5188-9dc4-70052d3c5413

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
30
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

  • MYOGENESIS+0.300
  • HYPOXIA+0.280
  • MYC_TARGETS_V2+0.260
  • WNT_BETA_CATENIN_SIGNALING+0.250
  • UNFOLDED_PROTEIN_RESPONSE+0.220
  • KRAS_SIGNALING_DN+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.180
  • APICAL_SURFACE+0.170
  • GLYCOLYSIS+0.150
  • P53_PATHWAY+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.560
  • IL6_JAK_STAT3_SIGNALING-0.500
  • ALLOGRAFT_REJECTION-0.440
  • IL2_STAT5_SIGNALING-0.370
  • KRAS_SIGNALING_UP-0.370
  • MITOTIC_SPINDLE-0.350
  • COMPLEMENT-0.330
  • G2M_CHECKPOINT-0.310
  • E2F_TARGETS-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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD037_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.811
2R22
bladder-landscape@3
0.805
3C3L-02163
lung-landscapes@6
cohortSQ20.798
4SRR10900550
melanoma-umap@29
0.783
5TCGA-EW-A424-01A-11R-A24H-07
breast-umap@18
B0.773
6SRR815232
brain-umap@2
GTEX0.769
7SRR25617832
breast-umap@18
B0.756
8SRR33532762
breast-umap@18
C0.744
9TCGA-NC-A5HF-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.744
10MNG1260
mng-umap@100
0.744

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.300Inavolisib— uncovered
HYPOXIA0.280Idelalisib— uncovered
MYC_TARGETS_V20.260Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.220Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
DNA_REPAIR0.080Idelalisib— uncovered
APICAL_JUNCTION0.050Inavolisib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered
ANGIOGENESIS0.040Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered