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

MNG176

c8935344-29d6-536c-bbfd-cbd0250f7084

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

  • TGF_BETA_SIGNALING+0.484
  • MITOTIC_SPINDLE+0.403
  • PI3K_AKT_MTOR_SIGNALING+0.361
  • WNT_BETA_CATENIN_SIGNALING+0.333
  • INTERFERON_ALPHA_RESPONSE+0.300
  • UV_RESPONSE_DN+0.285
  • PROTEIN_SECRETION+0.274
  • G2M_CHECKPOINT+0.265
  • TNFA_SIGNALING_VIA_NFKB+0.264
  • NOTCH_SIGNALING+0.242

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.291
  • PANCREAS_BETA_CELLS-0.256
  • OXIDATIVE_PHOSPHORYLATION-0.255
  • SPERMATOGENESIS-0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.158
  • MYOGENESIS-0.153
  • COAGULATION-0.139
  • ESTROGEN_RESPONSE_LATE-0.116
  • GLYCOLYSIS-0.105
  • ANGIOGENESIS-0.090

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
1BFA78EE1-F867-4DBD-BE12-2C647C2F53E6
brain-umap@2
0.841
29EE765BF-748F-41B9-926F-FFD0E8C079E3
brain-umap@2
0.814
3FC2F983B-2530-4886-B759-E2C571E2D068
brain-umap@2
0.803
4SRR934764
brain-umap@2
0.798
5SRR934854
brain-umap@2
0.796
690188F36-DEF6-4233-B724-4A25F2D52DAA
brain-umap@2
0.794
70CEC1ADC-1E8E-4CAC-8DFD-E1A760064E58
brain-umap@2
0.788
87604968C-689A-458D-96BA-33B163B238F8
brain-umap@2
0.788
9B2D8ED43-A698-4165-9A96-0ADEEFDA29ED
brain-umap@2
0.781
1076B4C53E-F764-412D-B238-E01F65CE09C8
brain-umap@2
0.777

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.484Inavolisib— uncovered
MITOTIC_SPINDLE0.403Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.361Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.333Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
UV_RESPONSE_DN0.285Inavolisib— uncovered
PROTEIN_SECRETION0.274Remibrutinib— uncovered
G2M_CHECKPOINT0.265Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.264Inavolisib— uncovered
NOTCH_SIGNALING0.242Inavolisib— uncovered
HEDGEHOG_SIGNALING0.229Inavolisib— uncovered
UV_RESPONSE_UP0.224Idelalisib— uncovered
HEME_METABOLISM0.187Temsirolimus— uncovered
MYC_TARGETS_V20.174Idelalisib— uncovered
ADIPOGENESIS0.173Inavolisib— uncovered
E2F_TARGETS0.171Inavolisib— uncovered
APOPTOSIS0.169Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.169Inavolisib— uncovered
ANDROGEN_RESPONSE0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.154Idelalisib— uncovered