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

R215

7c00ea3b-8668-50df-b6dd-c45e65c25c36

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
72
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

  • KRAS_SIGNALING_DN+0.270
  • XENOBIOTIC_METABOLISM+0.210
  • APICAL_SURFACE+0.200
  • COAGULATION+0.180
  • DNA_REPAIR+0.100
  • FATTY_ACID_METABOLISM+0.080
  • BILE_ACID_METABOLISM+0.070
  • P53_PATHWAY+0.070
  • UV_RESPONSE_UP+0.070
  • ESTROGEN_RESPONSE_LATE+0.060

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.360
  • ANGIOGENESIS-0.300
  • INTERFERON_GAMMA_RESPONSE-0.290
  • G2M_CHECKPOINT-0.280
  • MYC_TARGETS_V1-0.280
  • UV_RESPONSE_DN-0.270
  • HEDGEHOG_SIGNALING-0.250
  • MTORC1_SIGNALING-0.230
  • PROTEIN_SECRETION-0.220

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD001534_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.780
2MNG571
mng-umap@100
0.752
3MNG559
mng-umap@100
0.751
4SRR8613724
breast-umap@18
F0.749
5TCGA-YF-AA3L-01A-11R-A38B-07
bladder-landscape@3
0.741
6TCGA-E2-A14U-01A-11R-A22K-07
breast-umap@18
A0.737
7TCGA-AC-A3TN-01A-11R-A22K-07
breast-umap@18
B0.735
8MNG656
mng-umap@100
0.728
9TCGA-CF-A3MH-01A-11R-A20F-07
bladder-landscape@3
0.727
10SRR13311177
bladder-landscape@3
0.726

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.210Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
COAGULATION0.180Binimetinib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
FATTY_ACID_METABOLISM0.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
UV_RESPONSE_UP0.070Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered
MYC_TARGETS_V20.060Idelalisib— uncovered
MYOGENESIS0.060Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
APICAL_JUNCTION0.050Inavolisib— uncovered
APOPTOSIS0.050Idelalisib— uncovered
NOTCH_SIGNALING0.040Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.020Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.010Remibrutinib— uncovered