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

MNG1032

f3f00e56-03ae-5975-b0ac-76f5b910a8ef

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

  • MYC_TARGETS_V1+0.330
  • MTORC1_SIGNALING+0.327
  • PEROXISOME+0.314
  • ANDROGEN_RESPONSE+0.280
  • PROTEIN_SECRETION+0.246
  • MYOGENESIS+0.218
  • GLYCOLYSIS+0.217
  • APICAL_SURFACE+0.214
  • PANCREAS_BETA_CELLS+0.214
  • UNFOLDED_PROTEIN_RESPONSE+0.204

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.392
  • ALLOGRAFT_REJECTION-0.362
  • TNFA_SIGNALING_VIA_NFKB-0.348
  • INTERFERON_GAMMA_RESPONSE-0.341
  • INFLAMMATORY_RESPONSE-0.327
  • INTERFERON_ALPHA_RESPONSE-0.326
  • WNT_BETA_CATENIN_SIGNALING-0.280
  • IL2_STAT5_SIGNALING-0.236
  • NOTCH_SIGNALING-0.191
  • COMPLEMENT-0.161

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1s0095123
melanoma-umap@29
0.742
2R397
bladder-landscape@3
0.740
3SRR25617914
breast-umap@18
C0.736
4SRR8518435
breast-umap@18
F0.733
5TCGA-AN-A0FV-01A-11R-A00Z-07
breast-umap@18
C0.725
6TCGA-E2-A155-01A-11R-A12D-07
breast-umap@18
B0.723
7BSR_19_0079_A1_S53
breast-umap@18
B0.714
8SRR8518424
breast-umap@18
C0.709
9TCGA-BH-A0HY-01A-11R-A056-07
breast-umap@18
C0.708
1097591eeb-89dc-4b70-92d4-2bb70d263098
melanoma-umap@29
0.704

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.330Inavolisib— uncovered
MTORC1_SIGNALING0.327Inavolisib— uncovered
PEROXISOME0.314Idelalisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
PROTEIN_SECRETION0.246Remibrutinib— uncovered
MYOGENESIS0.218Inavolisib— uncovered
GLYCOLYSIS0.217Inavolisib— uncovered
APICAL_SURFACE0.214Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.214Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.204Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.173Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.166Inavolisib— uncovered
SPERMATOGENESIS0.158Inavolisib— uncovered
FATTY_ACID_METABOLISM0.150Inavolisib— uncovered
UV_RESPONSE_DN0.144Inavolisib— uncovered
BILE_ACID_METABOLISM0.135Inavolisib— uncovered
E2F_TARGETS0.131Inavolisib— uncovered
HEDGEHOG_SIGNALING0.123Inavolisib— uncovered
HEME_METABOLISM0.108Temsirolimus— uncovered